Arpita Patra CSA

Cryptography, Multi-party computation, Privacy-preserving machine learning

Prathosh A P ECE

Representational learning for video/images/speech.

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

Rahul Saladi CSA

Geometric algorithms and Data Structures, Approximation algorithms, and Streaming algorithms

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

Prof. Vijay Chandru BSSE

Optimization, Geometry, Logic, Biology

Chandra R. Murthy ECE

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

Venkata Narayana Padmanabhan
Adjunct Professor EECS

Mobile and networked systems, Intersection of sensor systems and mobile computing, and on Efficient mobile communication.

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

Arjun Jain CDS

Human sensing and perception, Computer vision and Machine learning

Gugan Thoppe CSA

Stochastic approximation, Random topology and their applications to reinforcement learning and Topological data analysis

Shishir N. Y. Kolathayaa RBCCPS

Hybrid robotic systems, Safety critical control and applications of learning theory to legged locomotion.

Himanshu Tyagi ECE

Information theory, Statistics, Cryptography, Machine learning, Distributed intelligence systems, Socio-technical systems

Deepak N Subramani CDS

Uncertainty quantification and analysis – theory, numerics, Software, Applications; Bayesian inference and data assimilation; Dynamic data-driven stochastic ocean modeling; Cyclone track prediction; Optimal routing of marine and aerial vehicles.

Sridharan Devarajan CNS, CSA

Cognition, Computation and behaviour, Applying artificial intelligence (AI) algorithms, including Deep learning, for understanding brain mechanisms of attention in healthy individuals, and its decline in neurodegenerative disorders.

Arindam Khan CSA

Approximation algorithms, Online algorithms, Online learning, Combinatorial optimization, Computational geometry, Graph algorithms, Parameterized algorithms, Algorithms for big data and Machine learning.

Suresh Sundaram RBCCPS, AE

Intelligent flight control system, Autonomous system, Applied game theory, Computer vision and robotics, Machine learning and AI.

Sundeep Prabhakar Chepuri ECE

Mathematical signal processing, Statistical inference and learning, applied to communication systems, Network sciences, and Computational imaging.

Chiranjit Mukhopadhyay MGMT

Bayesian inference, Reliability and survival analysis, Statistical computing, Statistical quality control, Econometrics.

Parimal Parag ECE

Network theory, Applied probability, Optimization methods, and in their applications to distributed systems, Statistical signal processing, Queueing theory, Information theory, Estimation & detection theory, Combinatorics, and Probability theory.

Vikram Srinivasan ECE Adjunct Professor

Understanding and characterising latency versus redundancy trade-offs in distributed systems. Understanding how to communicate with robots in natural language so certain tasks can be accomplished.

Shashi Jain MGMT

Pricing, Investment decision, Exposure management, Risk mitigation.