त्वरित संपर्क
पुरुषोत्तम कर
PhD (IIT Kanpur)
Assistant Professor, Department of Computer Science and Engineering
शोध करना दिलचस्पी
Online and stochastic learning and optimization, Multi-label classification, High dimensional statistics, Kernel methods, Statistical learning theory.
Office:
RM 509 (CSE Extension),
Rajeev Motwani building
Department of Computer Science and Engineering,
Indian Institute of Technology Kanpur,
Kanpur-208016, INDIA
विशेषज्ञता
Machine Learning, Optimization, Statistical Learning Theory
शिक्षा
Ph.D., IIT Kanpur, 2014
B.Tech., IIT Kanpur, 2008
शिक्षण क्षेत्र
Machine Learning
Online Learning
Statistical Learning Theory
चयनित प्रकाशन
Please visit my homepage for complete list of publications and manuscripts1. Robust Regression via Hard Thresholding, Kush Bhatia, Prateek Jain, and Purushottam Kar, 29th Annual Conference on Neural Information Processing Systems (NIPS), 2015.
2. Harikrishna Narasimhan, Purushottam Kar, and Prateek Jain, 32nd International Conference on Machine Learning (ICML), 2015.
3. Surrogate Functions for Maximizing Precision at the Top, Purushottam Kar, Harikrishna Narasimhan, and Prateek Jain, 32nd International Conference on Machine Learning (ICML), 2015.
4. Sparse Local Embeddings for Extreme Multi-label Classification, Kush Bhatia, Himanshu Jain, Purushottam Kar, Manik Varma, and Prateek Jain, 29th Annual Conference on Neural Information Processing Systems (NIPS), 2015.
5. On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions, Purushottam Kar, Bharath Sriperumbudur, Prateek Jain, and Harish Karnick, 30th International Conference on Machine Learning (ICML), 2013.
पुरस्कार एवं फैलोशिप
Please visit my homepage for details1. International Conference on Machine Learning (ICML) Reviewer Award, 2015.
2. Indian Unit of Pattern Recognition and Artificial Intelligence (IUPRAI) Doctoral Dissertation Award, 2014.
3. Yahoo! Key Scientific Challenges (Yahoo! KSC) Program Honourable Mention, 2012.
4. Microsoft Research (MSR India) PhD Fellowship, 2010.
5. Academic Excellence Awards by IIT Kanpur for the years, 2005, 2006.
पेशेवर अनुभव
Post-doctoral Researcher, Microsoft Research India Pvt. Ltd., Jul 2013 - August 2015.
Doctoral Research Intern, Microsoft Research India Pvt. Ltd., May 2012 - Aug 2012.