About Me

I am a Ph.D. scholar at Dept. of Electrical Engineering, IIT Bombay since June 2017, working under Prof. Manoj Gopalkrishnan. Before that I was a Project Research Assistant at IIT, Bombay for about a year and a Research Assistant at TIFR, Mumbai for about a year and a half.

I finished my B.Tech. in Mechanical Engineering at IIT, Madras in July 2012. I worked at Credit Suisse, Mumbai for a short while after graduating.

I maintain the webpage for the IITB Theory Reading Group.

Graduate Courses

Statistical Signal Analysis, Applied Linear Algbera, Applied Mathematical Analysis for Engineers, Information Theory, Evolutionary Dynamics, Network Information Theory, Advanced Machine Learning, Online Learning, Random Graphs and their Applications.

Publications

Preprints

  1. A reaction network scheme which implements inference and learning for Hidden Markov Models
    Authors: Abhinav Singh, Carsten Wiuf, Abhishek Behera, Manoj Gopalkrishnana
    DNA 2019, Seattle, USA. (arXiv)

Published Papers

  1. A reaction network scheme which implements the EM algorithm
    Authors: Muppirala Viswa Virinchi, Abhishek Behera, Manoj Gopalkrishnan
    DNA 2018, Jinan, China. (Springer, arXiv)

  2. Chemical Boltzmann Machines
    Authors: William Poole, Andres Ortiz-Munoz, Abhishek Behera, Nick S. Jones, Thomas E. Ouldridge, Erik Winfree, Manoj Gopalkrishnan
    DNA 2017, Austin, USA. (Springer, arXiv)

  3. A stochastic molecular scheme for an artificial cell to infer its environment from partial observations
    Authors:Muppirala Viswa Virinchi, Abhishek Behera, Manoj Gopalkrishnan
    DNA 2017, Austin, USA. (Springer, arXiv)

Teaching