Efficient AI systems, Domain-specific accelerator and compiler design, Computer architecture

Machine Learning and Optimization

Accelerators for ML Algorithms, Network-on-Chip Modelling and Analysis

Hybrid Robotic Systems, Safety-Critical Control and Applications of Learning Theory to Legged Locomotion

Cryptography and Security, Theoretical Computer Science

Stochastic Approximation, Random Topology and their applications to Reinforcement Learning and Topological Data Analysis

Approximation Algorithms, Algorithmic Game Theory

Computer architecture, Hardware-Software co-design, Operating Systems

Cognitive neuroscience, Computational neuroimaging, Neural modeling

Cryptography and Security

Approximation Algorithms, Online Algorithms, Graph Algorithms

Approximation Algorithms, Spectral Algorithms, Hardness of Approximation

Cryptography and Secure Distributed Computing

Geometric algorithms and data structures, Approximation algorithms