Purushottam Kar

Purushottam Kar 

Purushottam Kar, Ph.D.
Assistant Professor
Dr. Deep Singh and Daljeet Kaur Faculty Fellow
Department of Computer Science and Engineering
Indian Institute of Technology Kanpur

Welcome to my homepage. You will find my contact details and some articles and talks of mine on this site.
Please use the links on the left hand menu to navigate.


  • [19 September 2015] [New] Our papers on robust regression and extreme multi label classification will appear at NIPS 2015. Preprints available here.

  • [14 September 2015] [New] I have been given the Dr. Deep Singh and Daljeet Kaur Faculty Fellowship. I thank the donor Mr. Taranbir Singh for instituting this fellowship for encouraging new faculty.

  • [14 September 2015] [New] I have joined the Department of Computer Science and Engineering at IIT Kanpur as a member of the faculty. I am looking for motivated collaborators to work on problems in the theory and application of large scale machine learning.

  • [15 July 2015] Check out our recent works - the first work develops scalable methods for Robust regression using iterative hard thresholding that can efficiently scale to huge dimensionalities and offer much better performance than state-of-the-art methods. The second work deals with beating the state of the art in Extreme multi-label learning involving millions of labels using locally non-linear embeddings. Preprints available here.

  • [15 July 2015] Our work on scalable iterative hard thresholding methods for M-estimation problems (NIPS 2014) will be presented at the International Symposium on Mathematical Programming (ISMP 2015), July 12-17, 2015.

  • [27 Jun 2015] I have been given a reviewer award by the International Conference on Machine Learning (ICML) for my reviewing work for the 2015 edition of the conference.

  • [26 Jun 2015] Delivered an introductory tutorial on statistical learning theory and concentration at the MSR Summer School on Machine Learning at IISc. Tutorial video and slides would be available here.

  • [25 Apr 2015] Two papers to appear at ICML 2015. One paper deals with improved stochastic optimization techniques for two specific classes of structured loss functions. This supersedes our earlier NIPS 2014 paper for these classes of loss functions. The second paper deals with maximizing precision at the top for bipartite ranking problems.

  • [16 Dec 2014] My Ph.D. thesis has been given the IUPRAI Doctoral Dissertation Award for the year 2014.