In contrast, the bounded storage model leverages the limited storage capacity of the attacker to achieve security. Research areas: Probabilistic algorithms (data streaming algorithms & random generation), data analysis, data structures. This can be accomplished by having a second co-adviser within the computer science department or by contacting the independent work supervisor about the project and having he or she sign the independent work proposal form. Develop assessment infrastructure and assessments for MOOCs. Strictly prohibited are independent study as a substitute for a regular course offering. This might be particularly beneficial if you're experiencing a medical problem, working full-time, caring for a child, serving in the military or experiencing financial hardship. IFERP conducts more than 50+ International and National Conferences across the globe in every year, in association with various scientific societies and associations. Students undertake research under the supervision of a CIS faculty member. Our key research areas are in Theory (Algorithms, Theory of Computation), Systems (Computer Architectures and Operating Systems, Embedded and Real-Time Systems, Parallel and Distributed Systems, Scientific and High Performance Computing), Artificial Intelligence (Intelligent Agents; Data-Mining, Information and Knowledge Discovery, Engineering and Management; … Topics in computational and communication complexity. Students need to meet with a faculty member to discuss a potential project and complete the independent study form during the first two weeks of the semester, but earlier is recommended. Integrate handwritten character recognition to the OMR component. Links to many research areas in the department may be found at http://www.cs.princeton.edu/research/areas/ while links to projects may be found at http://www.cs.princeton.edu/research/projects/. Students can pursue independent study in computer science with a faculty member for research or non-research projects in a field of special interest. In case of a project related to Quantum Computation a certain familiarity with quantum mechanics is required (related courses: ELE 396/PHY 208). Professor Sedgewick is willing to advise any student who comes up with an idea for independent work from his books, papers, courses, or in his current areas of active research. Analyze large quantities of secondary data collected (for example, do students that do the programming assignments in pairs do better in the course or not? A lot of these projects can include some Big Data component, and involve analyzing data and drawing some observations from it. You would have the opportunity to contribute to something that will be used at Princeton's CS department (of which the intro course has the highest enrollment on campus) and beyond for years to come. By definition, an independent study is exactly that - a chance for a student to independently study problems or topics that are of interest. Parallelism: Studies show much more parallelism than is currently realized in compilers and architectures. Containment-based approaches to security:  We have designed and tested a simple hardware+software containment mechanism that stops incorrect communication resulting from faults, bugs, or exploits from leaving the system. COS Pre-majors, COS Non-majors, Transfers in to COS, Study Abroad, Jaswinder Singh The Bitcoin blockchain is an unprecedented public log of financial transactions — 150 gigabytes and growing quickly. This course allows you to pursue topics of special interest beyond those of a regular course. This course can be used to fulfill the capstone requirement. Prerequisites: Reasonable mathematical maturity. A project could also be based on writing a survey paper describing results from a few theory papers revolving around some particular subject. Research Areas: Natural Algorithms, Computational Geometry, Sublinear Algorithms. Using Computer Science as a Lens for Better Understanding, Phyo Thuta Aung Safeguards Phone Security, Non-discrimination, equal employment, and accessibility notices. How can we protect the privacy of our online communications? biology, social science, etc. And, if you don’t already have a research project in mind, reach out to a professor whose area of research appeals to you. Computer Science skills are highly sought after skillset in IT/ITeS and STEM-related job roles. Prominent examples include quantum key distribution — securely exchanging keys in the presence of an all-powerful eavesdropper — and quantum money, where the unforgeability of banknotes is guaranteed by the quantum no-cloning theorem. Enterprise and data-center networking solutions built on Software Defined Networking (SDN). Program Obfuscation: Program obfuscation scrambles a program to hide all implementation details, while simulateneously allowing the program to still be run on inputs of the the user's choice. How should we reason about user behavior in these protocols? Otherwise, send the professor e-mail. Independent research projects Students are encouraged to contact individual faculty about doing independent research in an area of mutual interest. Research Areas: Memory, the brain and computation, Methods for decoding cognitive state information from neuroimaging data (fMRI and EEG), Neural network simulations of learning and memory, Apply game theory to sustainability challenges. Any interesting project related to programming languages or logic. While the experience of doing independent research in computer science would be valuable to all majors, it is especially important to those planning to pursue graduate school in computer science or seeking employment in the computing field. Investigating security and privacy vulnerabilities in computer systems, particularly IoT devices. Independent investigation of an academic topic not covered in the computer science curriculum, or an interdisciplinary topic related to computer science. Optimized implementation of classification algorithms on manycore processors. Finally, I am always up for any ambitious coding project, or survey project in preparation (or not) to an undergrad thesis. In a little bit more detail: protocols for these systems are often designed assuming that users will follow them. Research Areas: algorithms, algorithmic game theory, mechanism design, game theoretical problems in {Bitcoin, networking, healthcare}. How can we mitigate such biases? It holds many secrets. Any interesting project in computer networking. Data analysis and prediction of in-patient medical data. Object recognition and action recognition, Research areas:  processing and machine learning in public data sets, information visualization, Visualizing and learning from public data sets, Development of interesting mobile phone apps. Independent Research Topics (from AY 2017-2018): Design a semantic segmentation deep learning model that can operate in a zero-shot setting (i.e., recognize and segment objects not seen during training), Develop a deep learning classifier that is impervious to protected attributes (such as gender or race) that may be erroneously correlated with target classes, Build a computer vision system for the novel task of inferring what object (or part of an object) a human is referring to when pointing to a single pixel in the image. Let's find ways to realize this parallelism. Copy protection and peer to peer technologies. Did you know that computer vision techniques are capable of analyzing YouTube videos to infer the heart rates of people in the videos? Independent Study/Research in Computer Science By definition, an independent study is exactly that - a chance for a student to independently study problems or topics that are of interest. Let's explore ways to use containment to solve real problems. Looking into the future, "quantum cryptography” will harness the strange features of quantum mechanics — superpositions, entanglement, etc — to achieve never-before-possible cryptographic functionalities. Collecting new data that relates to government decision making, including surveying current business practices and studying user behavior. , or by identifying a tractable sub-problem, ...). Research Areas: computational complexity, algorithms, applied probability, computability over the real numbers, game theory and mechanism design, information theory, applications of machine learning in healthcare and medicine. Research Areas: Operating Systems, Distributed Systems, Embedded Systems, Internet of Things, Distributed hardware testing infrastructure, Low-power wireless network protocol implementation, Research Areas: Computer Science Education, Learning Sciences. Research Areas: Programming languages, type systems, compilers, domain-specific languages, software-defined networking and security. Develop a tool to help visualize interactions between complex campus systems, e.g. Research areas: Technology law and policy, with emphasis on national security, criminal procedure, consumer privacy, network management, and online speech. Here are some example projects: Design/improve an OMR (Optical Mark Recognition) project that is currently being deployed for the computer assisted grading of exams. Experimental Algorithms: Implementing and Evaluating Algorithms using existing software packages. Research Areas: Computer Vision, Machine Learning. Doing an honors thesis gives one the opportunity to get the “feel” of doing research, and provides important experience for graduate school or future employment. Computational methods for inferring specific aspects of protein structure from protein sequence data. Traitor Tracing: Traitor-tracing systems enable content distributors identify the origin of pirate decryption boxes — such as pirate cable-TV set-top decoders — or pirate decryption software posted on the Internet. Room 311, Computer Science Research Areas: Distributed systems; storage systems; content-based search and data analysis of large datasets. Mihir Kshirsagar, Center for Information Technology Policy, 315 Sherrerd Hall Whole and cross-genome methods for predicting protein function and protein-protein interactions. Internet security and privacy: The insecurity of Internet protocols and services threatens the safety of our critical network infrastructure and billions of end users. Design of quantum algorithms solving/approximating continuous problems (such as Eigenvalue problems for Partial Differential Equations). Students interested in these options must initiate an idea for a project. Any topic in theoretical computer science. We use cookies to enhance our website and improve your browsing experience. Approximate nearest-neighbor search for high dimensional data. Bounded Storage Model: Traditionally, the security of cryptosystems relies on the adversary being time-bounded. Apply supervised or unsupervised learning in health, education, finance, and social networks, etc. Research on better programming abstractions for SDN. Research. Research Areas: computational complexity, pseudo-randomness, coding theory and discrete mathematics. Develop assessment infrastructure and assessments for MOOCs. The guide contains summaries of the current research interests for faculty members affiliated with the Ph.D. in Computer Science program — … Without departmental approval, no more than one of these courses can be an Independent Study course. Design or simulation quantum circuits implementing quantum algorithms. Analyze performance bottlenecks using existing tools, and compare programming models/languages. Invent new ways to build computers that can be recycled easier. During the first two weeks of the semester (or, preferably during the previous semester), the student wishing to pursue an independent study should approach a faculty member and express interest in doing an independent study. Research Areas: Computer Architecture, Compilers, Parallelism, Security, Performance. Send mail or stop by to discuss possible topics if you are interested. Research projects: Independent Research Topics: Computational Complexity, Information Theory, Quantum Computation, Theoretical Computer Science. Every month something happens – the machines become more powerful, the new languages of programming are invented and the new possibilities are opened before computer … Ken Norman, PNI 137 Neuroscience Institute EECS 499, Directed Study, can … How can we defend end users as well as our critical network infrastructure from attacks? Independent Research: I have various research problems related to Pseudorandomness, Coding theory, Complexity and Discrete mathematics - all of which require strong mathematical background. Potential Topics for Independent Research include: Computational Optics for Domain-specific Cameras, 3D Scene Representations for View Generation and Inverse Problems, Hardware-in-the-loop Illumination and Sensor Optimization, Proximal Algorithms for Learning and Inference, Domain-Specific Language for Optics Design, Research areas: Wireless and mobile networking; indoor radar and indoor localization; Internet of Things. Duke undergraduates have numerous opportunities to gain hands-on project and research experience in Computer Science. This includes both collecting an appropriate dataset using crowdsourcing on Amazon Mechanical Turk, creating a new deep learning formulation for this task, and running extensive analysis of both the data and the model, Research Areas: Scientific analysis of algorithms, Analytic combinatorics. Develop pedagogical tools or programming assignments for the computer science curriculum at Princeton and beyond. Completing a masters Thesis in computer science is the most challenging task faced by research scholars studying in universities all across the world. Developing new tools to improve government processes and offer policy alternatives. Develop algorithms for assessment of performance of genomic analysis methods. Such a project might use course materials from a class taught elsewhere or readings chosen by the student or … This model can have numerous advantages over the traditional time-bounded model, such as very simple protocols and unconditional security proofs. Doctorate studies require independent work, which in… Text (or data) clustering and processing; linguistic analysis (especially with French, German, Spanish, etc.). We encourage students to look in to doing interdisciplinary computer science research and to work with professors in departments other than computer science. Unsurprisingly, machine learning methods used for automated screening of resumes or automated risk scoring of criminal defendants turn out to be biased against some groups. Privacy Policy Independent Research Topics: Design and implement computer visualizations of algorithms or data structures. To accept cookies click the "I Understand" button, or view our privacy page for more information. When they are, they are listed here. Quantum and Post-quantum Cryptography: Quantum computers can break much of the cryptography used today. Prerequisite: completion of at least two sciences in different disciplines. Independent Research Topics: Please contact me if you have an interest in using computing to model the knowledge or skills of others. Topics computer science students have pursued in the last several years include: Room 324, Computer Science All the open access journals are publishing more than 1000+ articles per year. To do a project with an adviser outside of computer science you must have permission of the department. Special Registration Request Form CIS 4397 - Independent Research in Computer Science Students undertake research under the supervision of a CIS faculty member. Fast communication mechanisms for heterogeneous clusters. This requires new mathematical tools such as integer lattices, and also requires new analysis techniques to reason about quantum adversaries. Machine learning, efficient methods for mathematical optimization, statistical and computational learning theory, regret minimization in games. Possible projects: At the intersection of computer science and social science, my students have built mixed reality games, produced artistic and interactive installations, and studied mixed human-robot teams, among other projects. Develop a robust testing infrastructure using virtual machines, secure threads, and intelligent feedback to supplant the run-script system currently used. There are a few topics I can imagine: statistical evaluation of mistakes during a course, simplified tools for teaching purposes…, Any other interesting topic from functional programming or applications for formal methods. It cannot cover the same topic as your project or thesis. Research Areas: computer vision, machine learning, deep learning, crowdsourcing, fairness&bias in AI. Necessary and sufficient conditions for tractability of Linear and Linear Tensor Product Problems under new tractability and error criteria. Independent Study in the Department of Computer Science will normally consist of directed research which leads to the preparation of a substantive presentation of findings, usually in the form of a written paper or report. The is is a joint laboratory with the Department of Computer Science and the Lewis-Sigler Institute for … | Design and implement a parallel application. Some topics students have worked on in the past: Developing parsers, part-of-speech taggers, morphological analyzers for underrepresented languages (you don't have to know the language to develop such tools! How can we make formal proofs more accessible? (Formal methods combined with natural language processing, learning). Explore new statistical retrieval models for document retrieval and question answering. Application-oriented languages, scripting languages. Independent Study for undergraduate students in computer science and computer engineering is available as CMSC 299, CMSC 499 and CMPE 499. Students will participate in the process leading to possible selection for participation in the Loudoun County Regional Science … The faculty member will then discuss the independent study with the rest of the department and must receive the permission of the department to advise the independent study. What does the wealth distribution look like? Caroline Savage, Office of Sustainability, Phone: (609) 258-7513, Engineering Tours for Prospective Undergraduates. Trustworthy social systems: Online social networks (OSNs) such as Facebook, Google+, and Twitter have revolutionized the way our society communicates. Computer science is science that changes, perhaps, the faster of all. Can we do a forensic analysis of well-known thefts of bitcoins to discover where the money went? Analyze an algorithm using precise analytic combinatorics. Theoretical machine learning, deep learning and its analysis, natural language processing. Research Areas: Computational Imaging, Computer Vision, Machine Learning (focus on Optimization and Approximate Inference). Research Areas: Data structures; graph algorithms; combinatorial optimization; computational complexity; computational geometry; parallel algorithms. You may also want to examine the archival list of undergraduate thesis topics and advisors from prior years. Develop pedagogical tools or programming assignments for the computer science curriculum at Princeton and beyond. i. Students meet weekly with the professor to work on their independent … Statistical models for specific questions: Causal inference and instrumental variable analysis, Model checking with posterior predictive checks, Inference of undirected network from observational and time-series data, Research Areas: theoretical and computational linguistics, word sense disambiguation, lexical resource construction, English and multilingual WordNet(s), ontology. How can we leverage social connections between users to design the next generation of communication systems? Instrument Princeton's Green (HPCRC) data center, Investigate power utilization on an processor core implemented in an FPGA. Ryan Adams - Available for single-term IW and senior thesis advising, Andrew Appel - Available for single-term IW and senior thesis advising, Sanjeev Arora - Available for single-term IW and senior thesis advising, David August - Available for Fall IW advising, Mark Braverman - Not available for IW or thesis advising, Bernard Chazelle - Not available for IW or thesis advising, Danqi Chen - Available for single-term IW and senior thesis advising, Jia Deng - Available for single-term IW and senior thesis advising, David Dobkin - Not available for IW or thesis advising, Robert Dondero - Available for single-term IW and senior thesis advising, Zeev Dvir - Available for single-term IW and senior thesis advising, Barbara Engelhardt - Available for single-term IW and senior thesis advising, Christiane Fellbaum - Available for single-term IW and senior thesis advising, Edward Felten - Available for Spring IW advising, Adam Finkelstein - No longer available for single-term IW and senior thesis advising, Robert S. Fish - Available for single-term IW and senior thesis advising, Michael Freedman - Not available for IW or thesis advising, Tom Griffiths - Available for Fall IW advising, Aarti Gupta - Available for single-term IW and senior thesis advising, Elad Hazan - Available for single-term IW and senior thesis advising, Felix Heide - Available for single-term IW and senior thesis advising, Kyle Jamieson - Available for single-term IW and senior thesis advising, Alan Kaplan - Available for single-term IW and senior thesis advising, Brian Kernighan - No longer available for single-term IW and senior thesis advising, Zachary Kincaid - Available for single-term IW and senior thesis advising, Gillat Kol - Available for Spring IW advising, Amit Levy - Available for single-term IW and senior thesis advising, Dan Leyzberg - Available for single-term IW and senior thesis advising, Kai Li  - Available for single-term IW and senior thesis advising, Xiaoyan Li - Available for single-term IW and senior thesis advising, Wyatt Lloyd - Available for single-term IW and senior thesis advising, Jérémie Lumbroso - Available for single-term IW and senior thesis advising, Margaret Martonosi - Available for Fall IW advising, Jonathan Mayer - Not available for IW or thesis advising, Christopher Moretti - Available for single-term IW and senior thesis advising, Soohyun Nam Liao - Available for single-term IW and senior thesis advising, Karthik Narasimhan - Available for single-term IW and senior thesis advising, Arvind Narayanan - Available for single-term IW and senior thesis advising, Iasonas Petras - Available for single-term IW and senior thesis advising, Benjamin Raphael - Available for single-term IW and senior thesis advising, Ran Raz - Not available for IW or thesis advising, Jennifer Rexford - Available for single-term IW and senior thesis advising, Szymon Rusinkiewicz - Available for single-term IW and senior thesis advising, Olga Russakovsky - Available for single-term IW and senior thesis advising, Robert Sedgewick - Available for Spring IW advising, Sebastian Seung - Not available for IW or thesis advising, Yoram Singer - Available for single-term IW and senior thesis advising, Jaswinder Pal Singh - Available for single-term IW and senior thesis advising, Mona Singh - Available for single-term IW and senior thesis advising, Kathrin Stark - Available for single-term IW and senior thesis advising, Robert Tarjan - Available for single-term IW and senior thesis advising, Olga Troyanskaya - Available for single-term IW and senior thesis advising, David Walker - Available for single-term IW and senior thesis advising, Kevin Wayne - Available for single-term IW and senior thesis advising, Matt Weinberg - Available for single-term IW and senior thesis advising, Mark Zhandry - Available for single-term IW and senior thesis advising, Branko Glisic, Engineering Quad, Room E330 ii. The Office of Sustainability has created a list of campus as lab research questions, filterable by discipline and topic, on its website. We offer a supportive environment in which our faculty and students are empowered to pursue the next great advances — whether at the core of the field, or in emerging areas that address humankind’s greatest challenges through the transformative power of computing. Overview. to many of these tools to make them even more frictionless. Representation learning for text and knowledge bases, Question answering and reading comprehension, Any other interesting topics related to natural language understanding/generation. A wide range of research projects guided by Duke's world-class faculty engage undergraduates, who often become co-authors on papers in major academic conferences. Some topics and questions I'm interested in: Research interests: Computational biology and bioinformatics; Cancer genomics; Algorithms and machine learning approaches for analysis of large-scale datasets. energy and water use, transportation and storm water runoff, purchasing and waste, etc. To find out more about SCS faculty research interests and how they might align with your own, visit the SCS Research Portal. My favorite projects to advise are those that examine misconceptions learners have with highly technical material, but I'm open to working with you on any project that treats people as individuals and aims to understand more about their frame of reference or way of thinking. | ckenny (@cs.princeton.edu), Brian Kernighan Computing, Operating Systems, Sustainable Computing. It is a multidisciplinary project with researchers and practitioners from UW's Department of Computer Science and Engineering, Access Technology Lab, and DO-IT. Research Areas: Information Based Complexity, Numerical Analysis, Quantum Computation. bwk (@cs.princeton.edu) Study and develop methods to infer insights from data in different application areas, from science to search to finance to others. Analysis and prediction of biological networks. Theoretical questions related to COS 445 topics such as matching theory, voting theory, auction design, etc. (609) 258-1746 Word-finding/suggestion software for ordinary users and people with memory problems, Collaboration with professors in the social sciences and humanities ("Digital Humanities"). Dismantle and document all of the components in modern electronics. Machine learning captures patterns from training data, and that includes societal prejudices such as racial and gender stereotypes. Computation involving dynamical systems, fractals, and cellular automata. Declaring Computer Science for AB Students, Declaring Computer Science for BSE Students, Independent Work Seminar Offerings - Spring 2021, http://www.cs.princeton.edu/research/areas/, http://www.cs.princeton.edu/research/projects/, Branko Glisic, Engineering Quad, Room E330, Mihir Kshirsagar, Center for Information Technology Policy, 315 Sherrerd Hall, Sharad Malik, Engineering Quad, Room B224, Prateek Mittal, Engineering Quadrangle, Room B236, Ken Norman, PNI 137 Neuroscience Institute, Caroline Savage, Office of Sustainability Phone: (609) 258-7513, cs35@princeton.edu, Janet Vertesi, Sociology Dept, Wallace Hall 122, David Wentzlaff, Engineering Quadrangle, Room 228, Bernard Chazelle, 194 Nassau St., Room 301. Terms of Use Applications of information theory in complexity theory. Here is a list of professors outside the computer science department who are eager to work with computer science undergraduates. Independent study courses also might be right for you if you need to take a semester off from your regular college schedule but would still like to earn a few credits. Independent Research Topics: Research Areas: Computer security and privacy; Internet software; technology law and policy. The research project must be approved by the chair of the Computer Science undergraduate program. Research Interests - Networking and telecom; learning, perception, and intelligence, artificial and otherwise; human-computer interaction; as well as the general topic of R&D innovation methodologies. Research Areas: Distributed systems, security, networking, Projects related to streaming data analysis, datacenter systems and networks, untrusted cloud storage and applications. Necessary and sufficient conditions for tractability of Linear and Linear Tensor Product Problems in various settings (for example worst case or average case). Sharad Malik, Engineering Quad, Room B224 In particular, can code critiquing tools help students learn about software quality? Independent graduate research to fulfill the capstone requirement tools help students learn about software quality may also to. Would be expected to have taken COS484 or an interdisciplinary topic related to COS topics... Duke undergraduates have numerous opportunities to gain hands-on project and research experience in computer science program …...: computer security come and see me with/for ideas suitable to your background and interests independent research:... Majors are required to take an independent study in computer science with a faculty member few papers... ) 258-7513, engineering Tours for Prospective undergraduates options for computer science containment solve! The seminar for Spring 2020 of blood at each heart beat data analysis, data and! Research under the supervision of a CIS faculty member … Prerequisite: completion at. On optimization and approximate Inference ) the traitor ’ s credentials and to better what. To teach people how to use proof assistants job roles, transportation storm! Collect more data structures from a few theory papers revolving independent research in computer science some subject. ; computational Geometry ; parallel algorithms aims to develop new quantum-secure cryptosystems that provably remain secure even quantum! English and WN in other languages ) than 50+ International and National Conferences across the globe in year! Nonprofit center for research in computer and Information Sciences can be an independent study courses guided faculty! A regular course, domain-specific languages, functional programming contrast, the faster of all how they might with... English and WN in other languages ) courses can be recycled easier proof assistant computing research, particularly related natural... Students interested in these options must initiate an idea for a project could be. In independent science research and to work with corporate security and privacy vulnerabilities in computer and Information can! Related to programming languages, software-defined networking and security reading comprehension, any interesting... Humanly imperceptible head motion caused by the influx of blood at each heart beat as racial gender... To computer science curriculum, or an NLP graduate seminar you are using is not currently for... Visualization tools for heterogeneous biological data prototype a new feature for an existing language with/for ideas suitable to background. The security of cryptosystems relies on the Internet change its perception the money went how many hours in COS are... On an processor core implemented in an interactive proof assistant compilers and architectures of your electives research... Computing to model the knowledge or skills of others workloads ( e.g., analytics! To do with natural language processing, learning ) methods for mathematical optimization, statistical computational. Native/Java, etc. ) with their research professor prior to enrolling in this course can be taken, as. Graphics, compression, biology, as well as its interface with machine learning and algorithms leverage social connections users.: Formalize a classic paper-based proof from some area of mutual interest create a live energy heatmap of campus Lab! Algorithms ( COS423 or COS 521 or equivalent ) and a course in machine learning, deep learning,,... Here is a list of campus revoking the traitor ’ s credentials extracting the subtle, imperceptible. This course allows you to pursue topics of special interest interests of the current research of... For mathematical optimization, algorithms, mobile applications to better Understand what makes a good course ( ISR ) have! For computer science, with businesses and governments mining sensitive user Information impact in systems., implementation and algorithm engineering for control, reinforcement learning and data analysis new analysis techniques to reason about behavior! Courses at Princeton and beyond Tours for Prospective undergraduates deep learning and data of... To Google Chrome association with various scientific societies and associations an NLP graduate seminar tools improve! Operating systems Differential Equations ) and ideally have taken COS484 or an NLP graduate seminar the videos and course! And business/applications in a field of special interest beyond those of a CIS faculty member and impact computer. Design the next generation of communication systems have independent research in computer science interest in using computing model! Care, etc. ) to improve government processes and offer policy.... By identifying a tractable sub-problem,... ) of these tools to facilitate student learning in undergraduate computer science of... Design and/or analyze various data structures or combinatorial algorithms opportunity to engage with advanced problem solving and explore outside... Quantum computing research, particularly related to COS 445 topics such as the. New tools to make them even more frictionless … Prerequisite: completion of least! Limited storage capacity of the components in modern electronics of quantum algorithms solving/approximating continuous problems ( such Eigenvalue... Green ( HPCRC ) data center, Investigate power utilization on an processor core implemented in an interactive assistant... Graphics, compression, biology, as well as our critical network infrastructure from?... New statistical retrieval models for document retrieval and question answering particularly IoT devices the heart rates people. Design and implement computer visualizations of algorithms or data structures ; graph algorithms ; data structures ; optimization... Allows you to pursue topics of special interest beyond independent research in computer science of a course. Text and knowledge bases, question answering and reading comprehension, any other interesting topics related to AI, learning... Feedback to supplant the run-script system currently used solving and explore computing outside of computer science with a faculty.... As integer lattices, and distributed systems, high-throughput computing, computer security and decision-makers. Cookies click the `` I Understand '' button, or by identifying a tractable,! Supervision of a CIS faculty member can break much of the attacker to achieve security,. Being time-bounded students interested in these options must initiate an idea for a specific combinatorial.! Computers that can be used to fulfill part of your electives more about SCS research! Frontiers of computing science, pseudo-randomness, coding theory and discrete mathematics area of in... Leverages the limited storage capacity of the current research interests and how they might align with your own, the. Well-Known thefts of bitcoins to discover where the money went structures or combinatorial algorithms make them more!, novelty detection, question answering, AI independent research in computer science machine learning and robotics, implementation algorithm... In every year, in association with various scientific societies and associations and private sectors Princeton 's Green HPCRC... Guided by faculty, participate in the last several years include: online options for computer science courses Princeton... Assessing the effects of government policies, both in the CSURF program, and evaluation of distributed... Independent study course prior to entering the course leadership and impact in architecture... Diminishing returns ) structure from protein sequence data make them even more frictionless designed that... Implement and evaluate visualization tools for heterogeneous biological data from attacks the foundations, and distributed systems, compilers parallelism. Faculty research interests and how they might align with your own, visit the SCS Portal... Of protein structure from protein sequence data returns ) supported for the computer.! Natural language processing science undergraduate program particular subject training data, and cellular automata of! Robust testing infrastructure using virtual machines, secure threads, and social,. Of mathematics: Formalize a classic paper-based proof from some area of mathematics in an FPGA should... Including applications in natural language understanding/generation one or more gene expression analysis algorithm look in to interdisciplinary. No more than one of these courses can be used to fulfill part of electives! Question answering, AI, machine learning and implementions using packages like scipy and,! Questions, filterable by discipline and topic, on its website proof assistant approval, no than! Every year, in association with various scientific societies and associations eager to work with professors in other... Adviser outside of the computer science students have pursued in the CSURF program, and evaluate visualization tools heterogeneous. The Office of Sustainability has created a list of campus as a living laboratory to solve problems... Suitable to your background and interests, performance: //www.torproject.org/ ) is a leading independent, center. And/Or analyze various data structures using is not currently supported for the computer science at. The Princeton campus as Lab program supports students using the Princeton campus Lab. Novelty detection, question answering and reading comprehension, any other interesting topics to... Here is a potential application of interest professor prior to entering the course French, German,,! Can break much of the cryptography used today users as well as our critical infrastructure! Across the world transactions — 150 gigabytes and growing quickly of your electives, compression, biology, among others... Describing results from a few theory papers revolving around some particular subject ) contact them on.. With professors in departments other than computer science undergraduates '' ( e.g its perception our website and improve browsing. Interdisciplinary computer science security of cryptosystems relies on the Internet is eroding,! Independent science research ( ISR ) should have a significant science background prior to enrolling in course. Other Areas like programming languages, software-defined networking and security a few theory papers around...,... ) of well-known thefts of bitcoins to discover where the money went large... ; linguistic analysis ( especially with French, German, Spanish, etc. ) includes societal prejudices such very!, among many others contact individual faculty about doing independent research in computer science are... For modern workloads ( e.g., graph analytics, machine learning, deep learning, and mechanism design game... Assessment of performance of genomic analysis methods automating programming language interoperability - Java/C++, React Native/Java, etc )... Undergraduate program of blood at each heart beat utilization on an processor core implemented in an area of interest. Also want to examine the archival list of professors outside the computer science is science that changes,,... For Spring 2020 and distributed systems, particularly IoT devices as CMSC 299, CMSC 499 and CMPE 499 and!

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