News

8 January 2019
Three papers to appear at AISTATS 2019.

4 January 2019
Talk on Thresholding based Methods for Robust Learning at TIFR Workshop on Machine Learning slides

3 January 2019
Tutorial on Non-convex Optimization at CODS-COMAD Conference slides

27 December 2018
Talk at ICTS Workshop on Theoretical Basis for Machine Learning slides

6 September 2018
Our three papers to appear at NIPS-2018.

30 July 2018
Our paper on FlashProfile to appear at OOPSLA-2018.

30 June 2018
Presented our paper on Differentially Private Matrix Completion at ICML-2018.

30 June 2018
Presented two papers at COLT 2018.

30 April 2018
Two papers presented ICLR 2018.

23 Dec 2017
Monograph on Non-convex Optimization for Machine Learning posted online.

22 Sept 2017
Invited paper to appear at APLAS 2017.

9 Sept 2017
Two papers to appear at NIPS 2017.

12 Aug 2017
Presented four papers at ICML 2017. Papers available here.

16 Jun 2017
Talk at Data Science @ SURI, EPFL.

11 Dec 2016
Four papers presented at NIPS 2016. Papers available here.

6 July 2016
Tutorial at Summer School on Large Scale Optimization, IISc, Bangalore

24 May 2016
Our paper on streaming PCA was presented at COLT 2016. Paper available here.

10 May 2016
Our paper on robust tensor PCA was presented at AISTATS 2016. Paper available here.

19 October 2015
Our paper on matrix sensing appeared at ALT 2015. Paper available here.

19 October 2015
Four papers appeared at NIPS 2015. Paper available here.