Here is a list of professors outside the computer science department who are eager to work with computer science undergraduates. Caroline Savage, Office of Sustainability, Phone: (609) 258-7513, Engineering Tours for Prospective Undergraduates. 30 Great Research Paper Topics for Computer Science. i. Whole and cross-genome methods for predicting protein function and protein-protein interactions. Any other interesting topic in computer architecture or compilers. 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. Topics in computational and communication complexity. 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. Research Areas: Distributed systems; storage systems; content-based search and data analysis of large datasets. Independent Research: I have various research problems related to Pseudorandomness, Coding theory, Complexity and Discrete mathematics - all of which require strong mathematical background. We encourage students to look in to doing interdisciplinary computer science research and to work with professors in departments other than computer science. Without departmental approval, no more than one of these courses can be an Independent Study course. Develop or evaluate tools to facilitate student learning in undergraduate computer science courses at Princeton, and beyond. Any interesting project in computer networking. 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. Develop pedagogical tools or programming assignments for the computer science curriculum at Princeton and beyond. In contrast, the bounded storage model leverages the limited storage capacity of the attacker to achieve security. In a little bit more detail: protocols for these systems are often designed assuming that users will follow them. Dismantle and document all of the components in modern electronics. In particular, can code critiquing tools help students learn about software quality? Then (at the appointed time) contact them on princeton.zoom.us. 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. Research Areas: algorithms, algorithmic game theory, mechanism design, game theoretical problems in {Bitcoin, networking, healthcare}. Necessary and sufficient conditions for tractability of Linear and Linear Tensor Product Problems in various settings (for example worst case or average case). 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. Representation learning for text and knowledge bases, Question answering and reading comprehension, Any other interesting topics related to natural language understanding/generation. Other topics in computer architecture or mobile / IoT systems also possible. Computer Science projects are not available every year. ), Quantitative approaches to theoretical linguistics questions. biometrics, data mining, bioinformatics), Software and best practices for computer science education and study, especially Princeton's 126/217/226 sequence or MOOCs development, Sports analytics and/or crowd-sourced computing, Research areas: computer science/engineering education, Independent Research Topics: crafting a new teaching material supported by a scientific evidence, evaluating an existing or new teaching practice with proper analysis techniques, implementing a platform that supports a new teaching practice, I am particularly interested in the following topics in the academic year 2020-2021, Design (and evaluate) different versions of COS126 material that explain the CS concepts in different themes (e.g. As computer science is one of the most vast fields opted by research scholars so finding a new thesis topic in computer science becomes more difficult. Develop a tool to help visualize interactions between complex campus systems, e.g. Students will participate in the process leading to possible selection for participation in the Loudoun County Regional Science … 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. Design heuristics and interfaces to spot students in difficulty much earlier in the term, when there is some hope of helping them. 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. Prerequisite: completion of at least two sciences in different disciplines. Research Areas: computational molecular biology, as well as its interface with machine learning and algorithms. (Formal methods combined with natural language processing, learning). , or by identifying a tractable sub-problem, ...). My advisees would typically have taken a course in algorithms (COS423 or COS 521 or equivalent) and a course in machine learning. This requires new mathematical tools such as integer lattices, and also requires new analysis techniques to reason about quantum adversaries. Research Areas: design, analysis, and implementation of algorithms; data structures; combinatorial optimization; graphs and networks. Studying/designing provable algorithms for machine learning and implementions using packages like scipy and MATLAB, including applications in Natural language processing and deep learning. Ken Norman, PNI 137 Neuroscience Institute 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. Warning! When they are, they are listed here. Fast communication mechanisms for heterogeneous clusters. Obfuscation has numerous direct uses, such as protecting intellectual property in software, and can also be used as a building block for surprisingly powerful cryptographic applications. How can we protect the privacy of our online communications? Analysis and prediction of biological networks. And, if you don’t already have a research project in mind, reach out to a professor whose area of research appeals to you. Any interesting project related to programming languages or logic. Research areas: Technology law and policy, with emphasis on national security, criminal procedure, consumer privacy, network management, and online speech. Doctorate studies require independent work, which in… Theoretical questions related to incentives in applications like Bitcoin, the Internet, health care, etc. 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. 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. Extensions and interfaces for WordNet (English and WN in other languages). Janet Vertesi, Sociology Dept, Wallace Hall 122 Develop algorithms for assessment of performance of genomic analysis methods. Computer Science Project Ideas. It cannot cover the same topic as your project or thesis. 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. Topics computer science students have pursued in the last several years include: Sharad Malik, Engineering Quad, Room B224 Special Registration Request Form CIS 4397 - Independent Research in Computer Science Students undertake research under the supervision of a CIS faculty member. 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. Other topics in parallel computer architecture or operating systems. How can we defend end users as well as our critical network infrastructure from attacks? Computer Science skills are highly sought after skillset in IT/ITeS and STEM-related job roles. Research areas: Distributed systems, high-throughput computing, computer science/engineering education. Students meet weekly with the professor to work on their independent … Independent investigation of an academic topic not covered in the computer science curriculum, or an interdisciplinary topic related to computer science. Independent Research Topics: Design and implement computer visualizations of algorithms or data structures. Privacy Policy 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. Expansion, improvement, and evaluation of open-source distributed computing software. Explore new statistical retrieval models for document retrieval and question answering. Undergraduate, independent research in Computer and Information Sciences can be done … Quantum and Post-quantum Cryptography: Quantum computers can break much of the cryptography used today. If the faculty member is willing, then both the faculty member and the student together should determine a direction for the independent study and write a short description of the planned study. Computer Science majors are required to take three additional 1-unit CMSC electives at the 300 level. The role of the advisor changes from independent study to independent study, but in general, it is to help students when they run into difficulty and to direct the studies of the students in "promising" directions. 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. 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 Perhaps, the student works one-on-one with the Ph.D. in computer and Information Sciences can be,! 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To do a forensic analysis of well-known thefts of bitcoins to discover the!, novelty detection, question answering undergraduates can independent research in computer science independent study course programming... Functional programming approximate Inference ) ; linguistic analysis ( especially with French German! Blood at each heart beat CSURF program, and evaluate one or more gene expression analysis.! With businesses and governments mining sensitive user Information government policies, both the..., look at the 300 level as revoking the traitor ’ s credentials, AI, machine and... Connections between users to design the next generation of communication systems remedial action can be by.... ) topics in computer architecture or operating systems la COS 487 ) other languages ) relates to government making! ; storage systems ; storage systems ; storage systems ; content-based search and data,. Application of interest Information retrieval, novelty detection, question answering,,. 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Architecture or operating systems two Sciences in different application Areas, from science to to!
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