![](https://ai.iisc.ac.in/wp-content/uploads/2020/01/m_arpita.jpg)
Cryptography, Multi-party computation, Privacy-preserving machine learning
![](https://ai.iisc.ac.in/wp-content/uploads/2021/09/Prathosh.jpg)
Representational learning for video/images/speech.
![](https://ai.iisc.ac.in/wp-content/uploads/2019/09/chandra.jpg)
Communication networks, Stochastic systems, Federated learning, Optimization, Game theory
![](https://ai.iisc.ac.in/wp-content/uploads/2019/09/alouis.jpg)
Theory of Deep learning, Algorithms, Randomness
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/bharadwaj.png)
Middleware for Cyberphysical systems, Smart cities, Micro-nano electronics, Neuroelectronic hybrid systems
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/uday.jpg)
Image processing pipelines, Dense linear algebra, Deep neural networks, and Deep learning
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/babu2small.jpg)
Signal processing, Compression, Machine vision, Image/video processing, Pattern recognition and multimedia
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/sid.jpg)
Algorithmic game theory and Approximation algorithms
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/shalabh.jpg)
Stochastic control and optimization, Simulation, Communication networks, Reinforcement learning
![](https://ai.iisc.ac.in/wp-content/uploads/2021/06/Rahul-Saladi-200x300.jpg)
Geometric algorithms and Data Structures, Approximation algorithms, and Streaming algorithms
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/chiru.jpg)
Lab home page
Machine learning, Convex optimization
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/SomaBiswas.jpg)
Computer vision, Pattern recognition, Image processing
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/anirban_face.jpg)
Systems theory, Probabilistic graphical models, Stochastic processes, Geometric tessellation and optimization
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/kunal.jpg)
Lab Home Page
Numerical optimization, Approximation methods, Image processing, Computer vision
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/faculty-susheela.jpg)
Pattern recognition, Data mining, Soft computing
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/ambedkar-300x277.jpg)
Information theory, Statistical learning, Computational algebra
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/AGRamakrishnan.jpg)
Auditory neuroscience, Machine learning and Pattern recognition, particularly Speech processing, Optical character recognition, Machine listening, Medical image processing, and Speech synthesis
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/sriram.png)
Signal processing, Machine learning, Deep learning and Neuroscience
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/vinod.jpg)
Lab Home Page
Computer security, including security and privacy issues in modern AI/ML systems.
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/prasanta_passport.jpg)
Human speech communication, Signal and information processing, Machine learning, Text analytics
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/Aditya-Gopalan_PhotoShoot2015.jpg)
Lab Home Page
Machine learning, Sequential decision making, Online and reinforcement learning
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/venumadhavgovindu.jpg)
Lab Home Page
Computer vision, Geometry in vision, 3D reconstruction
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/hari_profile.jpg)
Sparse signal processing, Neuroscience, Road traffic simulator, Indoor positioning, Radar signal processing, Autonomous navigation
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/ramesh-hariharan.jpg)
Design and analysis of algorithms, Pattern matching algorithms, Graph connectivity algorithms
![](https://ai.iisc.ac.in/wp-content/uploads/2019/09/rajiv.png)
Image/video signal processing, Computer vision using tools from machine learning, Statistics and visual neuroscience
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/haritsa.jpg)
Database systems, Data mining, Biological databases, Multi-lingual databases
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/adityakanade.jpeg)
Lab Home Page
AI for software development, Interpretable and secure AI
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/kannan.jpg)
Mathematical foundations of computing, Algorithms for large-Scale data, Spectral algorithms, Clustering
![](https://ai.iisc.ac.in/wp-content/uploads/2021/06/Vijay-Chandru-269x300.jpg)
Optimization, Geometry, Logic, Biology
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/cmurthy.jpeg)
Digital signal processing, Information theory, Estimation theory
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/faculty-mnm.jpg)
Pattern clustering
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/narahari.jpg)
Game theory, Auctions and mechanism design, Blockchain technology, Learning with strategic agents
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/vijay_natarajan.jpg)
Scientific visualization, Computational topology, Computational geometry, and Geometry processing
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/abdul.jpg)
Transportation planning, Travel demand modeling and forecasting
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/parthasarathy.jpg)
Demand management of scarce resources, Revenue management, Discrete optimization
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/tarun-rambha.jpg)
Lab Home Page
Network games, Real-time control of traffic, Shared ride systems, Transportation logistics, Evacuation
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/sastry.jpg)
Pattern recognition, Computational neuroscience, Temporal data mining
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/chandra.sekhar.png)
Bio-inspired speech/audio processing, Image processing, Biomedical imaging, Sampling theories, Optical imaging, Sparse signal processing, Image processing for Healthcare applications
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/shirish.jpg)
Convex optimization, Data mining
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/simmhan-bio.jpg)
Cloud and edge computing, Distributed graph processing platforms and Elastic stream processing
![](https://ai.iisc.ac.in/wp-content/uploads/2021/06/venkat-padmanabhan.jpg)
Adjunct Professor EECS
Mobile and networked systems, Intersection of sensor systems and mobile computing, and on Efficient mobile communication.
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/sgs.jpg)
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
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/rajesh.jpeg)
Communication, computation, and control over networks, Decentralised algorithms over graphs and networks, Network analytics, Information geometry.
![](https://ai.iisc.ac.in/wp-content/uploads/2018/03/partha-262x300.jpg)
Lab Home Page
Machine learning, Natural language processing, Data integration, Cognitive science
![](https://ai.iisc.ac.in/wp-content/uploads/2018/05/chetan1.jpg)
Lab Home Page
Brain-inspired computing, neuromorphic engineering, Analog/digital IC design, Computational neuroscience, Machine learning
![](https://ai.iisc.ac.in/wp-content/uploads/2021/04/ArjunJain.jpg)
Human sensing and perception, Computer vision and Machine learning
![](https://ai.iisc.ac.in/wp-content/uploads/2021/05/faculty-gthoppe.jpg)
Stochastic approximation, Random topology and their applications to reinforcement learning and Topological data analysis
![](https://ai.iisc.ac.in/wp-content/uploads/2021/05/profile.jpg)
Hybrid robotic systems, Safety critical control and applications of learning theory to legged locomotion.
![](https://ai.iisc.ac.in/wp-content/uploads/2021/05/tyagi.jpg)
Information theory, Statistics, Cryptography, Machine learning, Distributed intelligence systems, Socio-technical systems
![](https://ai.iisc.ac.in/wp-content/uploads/2021/05/Deepak_300x300.jpg)
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.
![](https://ai.iisc.ac.in/wp-content/uploads/2021/05/sridhar-231x300-1.png)
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.
![](https://ai.iisc.ac.in/wp-content/uploads/2021/05/Arindam_Khan.jpg)
Approximation algorithms, Online algorithms, Online learning, Combinatorial optimization, Computational geometry, Graph algorithms, Parameterized algorithms, Algorithms for big data and Machine learning.
![](https://ai.iisc.ac.in/wp-content/uploads/2021/05/Suresh1.jpg)
Intelligent flight control system, Autonomous system, Applied game theory, Computer vision and robotics, Machine learning and AI.
![](https://ai.iisc.ac.in/wp-content/uploads/2021/05/Chepuri.jpg)
Mathematical signal processing, Statistical inference and learning, applied to communication systems, Network sciences, and Computational imaging.
![](https://ai.iisc.ac.in/wp-content/uploads/2021/05/Chiranjit_Mukhopadhyay.jpg)
Bayesian inference, Reliability and survival analysis, Statistical computing, Statistical quality control, Econometrics.
![](https://ai.iisc.ac.in/wp-content/uploads/2021/06/Parimal-236x300.jpeg)
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.
![](https://ai.iisc.ac.in/wp-content/uploads/2021/06/vikramsrinivasan.png)
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.
![](https://ai.iisc.ac.in/wp-content/uploads/2021/09/shashi-jain.jpg)
Pricing, Investment decision, Exposure management, Risk mitigation.