Departments · 1
machine learning theory · game theory · market and mechanism design · optimization · privacy
operating systems · computer architecture · distributed systems
optimization for machine learning · convex and non-convex algorithms · large-scale optimization
hashing · algorithms with predictions · learning theory · differential privacy · computational geometry
large-scale machine learning · randomized algorithms for big data · graph and social network mining
data science · network science · machine learning · graph algorithms
artificial intelligence · computer vision · multimodal learning
data analytics · data management · statistical methods for large data
computer security · electronic voting systems security · web · network and mobile security
network protocols · distributed systems · operating systems · wireless and mobile networking
artificial intelligence · statistical machine learning · natural language processing · predictive modeling
natural language processing · interpretable machine learning · trustworthy ai
cloud systems · large-scale machine learning systems · systems and networking security · programmable devices
computer graphics · geometric modeling · computational geometry
high-performance computing · parallel computing · performance analysis tools · compilers · runtime systems
robotic manipulation · physical interactions · motion planning · robot learning · robot control
program analysis and optimization · compilers
programming languages · formal methods · data-stream processing · program verification
computational biology · phylogenomics · combinatorial optimization · statistical inference
robotics · computational biomedicine · physical ai · motion planning
theoretical computer science · statistical inference · learning theory · differential privacy · hypothesis testing
automated reasoning · databases · computational complexity theory · design specification and verification
quantum algorithms · quantum complexity theory · quantum cryptography
- Scott RixnerProfessor of Computer Science and of Electrical and Computer EngineeringComputer Science
computer architecture · operating systems · virtualization · memory systems · networking
network models · network architectures · networked systems
quantum computing · quantum ai · high-performance computing
computational genomics · metagenomics algorithms · biosecurity · infectious disease monitoring
artificial intelligence · robotics · human-robot interaction · machine learning · human-in-the-loop ai
computer vision · machine learning · natural language processing
computational biology · machine learning · statistical methods · disease modeling
deep learning systems · high-performance computing · parallel programming