Concepedia

Purushottam Kar

PK

Statistics

Publications

22

Citations

1.8K

H-Index

17

Active since

2011

Affiliations

Indian Institute of Technology Kanpur(Current)

Microsoft Research (India)

Microsoft (United States)

Indian Institute of Technology Delhi

Microsoft Research (United Kingdom)

Purushottam Kar is an author at Indian Institute of Technology Kanpur specializing in engineering, data science, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningData SciencePattern RecognitionSupervised LearningDeep LearningMathematical ProgrammingKnowledge DiscoveryData Mining

Publications per year

2011–2023

22

Publications

22

Large-scale Multi-label Learning with Missing Labels

Hsiang‐Fu Yu, Prateek Jain, Purushottam Kar et al. · arXiv (Cornell University) · 2013 · 368 citations · Full text

Natural Language Processing, Missing Labels, Multiple Instance Learning +15

Non-convex Optimization for Machine Learning

Prateek Jain, Purushottam Kar · Foundations and Trends® in Machine Learning · 2017 · 336 citations · Full text

Sparse local embeddings for extreme multi-label classification

Kush Bhatia, Himanshu Jain, Purushottam Kar et al. · Neural Information Processing Systems · 2015 · 291 citations

Multiple Instance Learning, Engineering, Machine Learning +16

Random Feature Maps for Dot Product Kernels

Purushottam Kar, Harish Karnick · arXiv (Cornell University) · 2012 · 121 citations · Full text

Random Feature Maps, Support Vector Machine, Image Analysis +15

Random Feature Maps for Dot Product Kernels

Purushottam Kar, Harish Karnick · 2012 · 89 citations

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