Machine Learning Lab

Machine Learning Lab, CSA, IISc

The Machine Learning Lab of Indian Institute of Science was setup to study theoretical and applied aspects of Machine Learning in various domains.


We are interested in :

  • Large Scale convex optimization for learning problems
  • Multiple Kernel Learning
  • Robust decision making under uncertainty
  • Bayesian Nonparametrics
  • Low-rank Matrix Estimation

We are actively pursuing applications in the area of :

  • Computational Biology
  • Object Detection in Images
  • Video Segmentation and Summarization
  • Detection of rare topics in text documents
  • Statistical modeling of Computer Systems

Announcements

  • Paper "Using Inherent Structures to design Lean 2 layer RBMs" by Abhishek and Abhinav have been accepted at ICML 2018. Code link https://sites.google.com/site/iscrbm/home/code
Room No 251, Dept. of Computer Science And Automation
Indian Institute Of Science