Faculty

Arpita Patra CSA

Cryptography, Multi-party Computation, Privacy-preserving Machine Learning

Chandramani Singh DESE

Communication Networks, Stochastic Systems, Federated Learning, Optimization, Game Theory

Anand Louis CSA

Theory of Deep Learning, Algorithms, Randomness

Bharadwaj Amrutur ECE

Middleware for Cyberphysical Systems, Smart Cities, Micro-Nano Electronics, Neuroelectronic Hybrid Systems

Uday Kumar Reddy B CSA

image processing pipelines, dense linear algebra, deep neural networks, and deep learning

R. Venkatesh Babu CDS

signal processing, compression, machine vision, image/video processing, pattern recognition and multimedia

Siddharth Barman CSA

algorithmic game theory and approximation algorithms

Shalabh Bhatnagar CSA

Stochastic control and optimization, simulation, communication networks, reinforcement learning

Arnab Bhattacharyya CSA

Algorithms for big data, computational complexity, and computational models for natural systems

Chiranjib Bhattacharyya CSA
Lab home page

Machine Learning, Convex Optimization

Soma Biswas EE

Computer Vision, Pattern Recognition, Image Processing

Anirban Chakraborty CDS

systems theory, probabilistic graphical models, stochastic processes, geometric tessellation and optimization

Kunal Narayan Chaudhury EE
Lab Home Page

Numerical Optimization, Approximation Methods, Image Processing, Computer Vision.

V. Susheela Devi CSA

Pattern recognition, data mining, soft computing

Ambedkar Dukkipati CSA

Information theory, statistical learning, computational algebra

Ramakrishnan A G EE

Auditory Neuroscience, Machine Learning and Pattern Recognition, particularly Speech Processing, Optical Character Recognition, Machine Listening, Medical Image Processing, and Speech Synthesis

Sriram Ganapathy EE

signal processing, machine learning, deep learning and neuroscience

Vinod Ganapathy CSA
Lab Home Page

Computer Security, including security and privacy issues in modern AI/ML systems.

Prasanta Kumar Ghosh EE

Human speech communication, signal and information processing, machine learning, text analytics

Aditya Gopalan ECE
Lab Home Page

Machine learning, sequential decision making, online and reinforcement learning

Venu Madhav Govindu EE
Lab Home Page

Computer Vision, Geometry in Vision, 3D Reconstruction

K.V.S. Hari ECE

Sparse Signal Processing, Neuroscience, Road Traffic Simulator, Indoor Positioning, Radar Signal Processing, Autonomous Navigation

Ramesh Hariharan CSA

Design and Analysis of Algorithms, Pattern Matching algorithms, Graph Connectivity algorithms

Rajiv Soundararajan ECE

Image/Video Signal Processing, Computer Vision using tools from Machine Learning, Statistics and Visual Neuroscience

Jayant Haritsa CDS/CSA

Database systems, data mining, biological databases, multi-lingual databases

Aditya Kanade CSA
Lab Home Page

AI for software development, Interpretable and secure AI

Ravi Kannan Microsoft Research + CSA

Mathematical foundations of computing, algorithms for large-scale data, spectral algorithms, clustering

C.E. Veni Madhavan CSA

Algorithms, Cryptography, Cognitive Science, Natural Language Processing, Cryptocurrencies

Chandra R. Murthy CSA

digital signal processing, information theory, estimation theory

M. Narasimha Murty CSA

Pattern Clustering

Y. Narahari CSA

Game Theory, Auctions and Mechanism Design, Blockchain Technology, Learning with Strategic Agents

Vijay Natarajan CSA

scientific visualization, computational topology, computational geometry, and geometry processing

Abdul R. Pinjari Civil

Transportation Planning, Travel Demand Modeling and Forecasting

Parthasarathy Ramachandran Management Studies

Demand Management of scarce resources, Revenue management, Discrete optimization

Tarun Rambha Civil
Lab Home Page

Network Games, Real-time Control of Traffic, Shared Ride Systems, Transportation Logistics, Evacuation

P.S. Sastry EE

Pattern recognition, computational neuroscience, temporal data mining

Chandra Sekhar Seelamantula EE

Bio-inspired speech/audio processing, Image processing, Biomedical Imaging, Sampling theories, Optical imaging, Sparse signal processing, Image processing for healthcare applications.

Shirish Shevade CSA

Convex optimization, data mining

Yogesh Simmhan CDS

Cloud and Edge Computing, Distributed Graph Processing Platforms and Elastic Stream Processing

Thippur V. Sreenivas ECE

Speech/Audio Recognition, Latent Semantic Analysis of Text and Music, Multi-sensor speech/audio processing and Compressive Sensing, Online Handwriting analysis & Ancient scripts

Shayan Garani Srinivasa ESE

applied mathematics, physical modeling, coding, signal processing and VLSI systems architecture for novel magnetic/optical recording channels, quantum information processing, neural nets and math modeling of complex systems

Rajesh Sundaresan ECE

Communication, computation, and control over networks, decentralised algorithms over graphs and networks, network analytics, information geometry.

Partha Pratim Talukdar CDS/CSA
Lab Home Page

Machine learning, natural language processing, data integration, cognitive science

Chetan Singh Thakur DESE
Lab Home Page

Brain-inspired Computing, Neuromorphic Engineering, Analog/Digital IC design, Computational Neuroscience, Machine learning.