AI Research at CSE IIT Bombay
The AI group of CSE@IITB is conducting pioneering research in the area of machine learning and artificial intelligence. The broad areas that we work on are -- natural language processing, vision, speech, theoretical foundations, agents and decisions, responsible AI, structured output spaces, ML+systems, databases and information retrieval. Learn more.Core Faculty
Arpit Agarwal
Research Interests: Machine learning, Human-AI interaction, Responsible AI
Email: aarpit@cse.iitb.ac.in
Suyash P Awate
Research Interests: Image Analysis, Medical Image Computing, Machine Learning, Computer Vision
Email: suyash@cse.iitb.ac.in
Pushpak P Bhattacharyya
Research Interests: Natural Language Processing, Machine Learning, Machine Translation, CrossLingual IR and Web Knowledge Processing
Email: pb@cse.iitb.ac.in
Parag Kumar Chaudhuri
Research Interests: Animation, Computer Graphics, Virtual and Augmented Reality, Geometric Computer Vision
Email: paragc@cse.iitb.ac.in
Soumen Chakrabarti
Research Interests: Hypertext databases, Data mining
Email: soumen@cse.iitb.ac.in
Avishek Ghosh
Research Interests: Optimization, Online Learning and Multi-armed Bandits, Learning Theory
Email: avishek@cse.iitb.ac.in
Sharat Chandran
Research Interests: Medical Imaging & Health Informatics, Graphics, Computer Vision, Parallel Algorithms, Visualization
Email: sharat@cse.iitb.ac.in
Shivaram Kalyanakrishnan
Research Interests: Reinforcement Learning, Humanoid Robotics & Robot Soccer, Multi-armed Bandits
Email: shivaram@cse.iitb.ac.in
Preethi Jyothi
Research Interests: Machine learning applied to speech and language
Email: pjyothi@cse.iitb.ac.in
Ganesh Ramakrishnan
Research Interests: Human assisted AI/ML, AI/ML in resource constrained environments, learning with symbolic encoding of domain knowledge in ML and NLP, Data Efficient Machine Learning, Constrained Decoding and Post-editing for Machine translation, OCR and ASR ..
Email: ganesh@cse.iitb.ac.in
Swaprava Nath
Research Interests: Game Theory, Algorithmic Mechanism Design,Computational Social Choice, Artificial Intelligence
Email: swaprava@cse.iitb.ac.in
Ajit Rajwade
Research Interests: Image Processing, Computer Vision and Signal Processing: Reconstruction, Restoration and Compression of Images and Videos; Compressed Sensing and Matrix Recovery; Probability Density Estimation; Group Testing; Graph Signal Processing
Email: ajitvr@cse.iitb.ac.in
Sunita Sarawagi
Research Interests: Machine Learning, Databases, Data mining, and Graphical Models as applied to domains like web information extraction, data integration, social networking.
Email: sunita@cse.iitb.ac.in
Affiliated Faculty
Varsha Apte
Research Interests: Performance Evaluation of Computer Systems and Networks
Email: varsha@cse.iitb.ac.in
Sujoy Bhore
Research Interests: Discrete and Computational Geometry, Algorithms under Uncertainty, Graph Theory, Algorithmic Robotics.
Email: sujoy@cse.iitb.ac.in
Purushottam Kulkarni
Research Interests: Operating systems, Virtualization, Cloud Computing, Computer Networks, Computing systems for developing regions, Technology and development
Email: puru@cse.iitb.ac.in
Ashutosh Gupta
Research Interests: Formal verification: building model checkers for verification of sequential and concurrent software,Modelling: modelling of biological systems, Constraint solving: constraint logic programming, decision procedures, and automated theorem proving
Email: akg@cse.iitb.ac.in
S Sudarshan
Research Interests: Query processing and optimization, Keyword querying on structured and semi-structured data, Testing database applications
Email: sudarsha[at]cse.iitb.ac.in
Suraj Shetiya
Research Interests: fairness in databases, computational geometry
Email: surajs@cse.iitb.ac.in