Research Areas Pursued at CSE Department, IIT Madras
- Design and Analysis of Algorithms :
Approximation Algorithms, Computational Geometry, Distributed Algorithms, Graph
Algorithms,
Online Algorithms, Parameterized Algorithms, Smooth Analysis of Algorithms,
Structural Graph
Theory.Faculty:
Akanksha Agrawal,
John Augustine,
Shay
Kutten,
N.S. Narayanaswamy,
Meghana Nasre,
Shreyas
Pai,
Yadu Vasudev
- Computational Complexity Theory :
Algebra and Computation, Algebraic Complexity Theory, Boolean Function Analysis,
Circuit
Complexity Theory, Communication Complexity, Inapproximability, Parameterized
Complexity
Theory, Pseudorandomness, Structural Complexity Theory.Faculty:
B. V. Raghavendra Rao,
Jayalal Sarma,
Yadu
Vasudev
- Cryptography and Network Security :
- Combinatorics and Graph Theory :
Combinatorial Optimization, Enumerative Combinatorics, Structural Graph
Theory.Faculty:
Nishad Kothari
- Logic in Computer Science :
- Computer Architecture :
- VLSI Design :
- Computer Networks :
- Programming Languages and Software Engineering :
Auto Parallelization & High Performance Compilers, Code Optimization, Compilers,
Fault
Localization, Parallelization, Program Analysis, Programming Languages,
Verification.Faculty:
Kartik Nagar,
V. Krishna Nandivada,
Rupesh
Nasre
- Distributed Systems :
Anonymous Remote Computation and Communication, Cloud Computing, Concurrency
Control,
Distributed Operating Systems, Load Balancing.Faculty:
D. Janakiram
- Object Oriented Systems :
- High Performance Computing & Parallelization :
Cluster Computing, Concurrent Programming & Data Structures, Cyber Physical
Systems,
Hardware Parallelization, Implementations on GPUs, Language Extensions, Numerical
Methods
and Approximate Computing, Runtime.Faculty:
V.
Kamakoti,
Pratyush Kumar,
Madhu Mutyam,
V.
Krishna
Nandivada,
Rupesh Nasre
- Computer Network Security :
Hardware Security, Network System Security, Operating System Security, Side-channel
Analysis.Faculty:
Chester Rebeiro
- Machine Learning :
Artifical Neural Networks, Deep Learning, Kernel Methods, Reinforcement Learning,
Robot
Learning.Faculty:
Sarath Chandar,
Raj Dabre,
Harish
Guruprasad,
Mitesh Khapra,
Pratyush Kumar,
Chandrashekar Lakshminarayanan,
Sriraam Natarajan,
L
A Prashanth,
Arun Rajkumar,
Balaraman Ravindran,
C.
Chandra Sekhar
- Artificial Intelligence :
- Speech Processing :
- Pattern Recognition :
- Image Processing :
Computer Graphics, Digital Video Processing, Human Detection and Tracking, Image
Reconstruction, Multi-camera Vision Systems, Soft Computing, Visualization and
Perception.Faculty:
Sukhendu Das,
Anurag Mittal
- Information Management :
- Computational Brain Research :
- Data Mining :
- Computational Biology :