Concepedia

Himanshu Kumar

HK

6

Publications

1.1K

Citations

6

H-Index

1999

Active since

Affiliations

Indian Institute of Science Bangalore(Current)

Microsoft Research (India)

Himanshu Kumar is an author at Indian Institute of Science Bangalore specializing in pattern recognition, engineering, and semi-supervised learning.

Top concepts

EngineeringPattern RecognitionData ScienceDeep LearningComputer ScienceMachine LearningSupervised LearningArtificial IntelligenceSemi-supervised LearningNoise

Publications per year

1999–2020

6

Publications

6

Robust Loss Functions under Label Noise for Deep Neural Networks

Aritra Ghosh, Himanshu Kumar, P. S. Sastry · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 887 citations · Full text

Artificial Intelligence, Risk Minimization, Machine Learning +14

Robust Loss Functions under Label Noise for Deep Neural Networks

Aritra Ghosh, Himanshu Kumar, P. S. Sastry · arXiv (Cornell University) · 2017 · 151 citations · Full text

Artificial Intelligence, Risk Minimization, Machine Learning +14

Neural based handwritten character recognition

M. Hanmandlu, Kala Raja Mohan, Himanshu Kumar · 1999 · 40 citations

Image Analysis, Engineering, Optical Character Recognition +11

Robust Loss Functions for Learning Multi-class Classifiers

Himanshu Kumar, P. S. Sastry · 2018 · 22 citations

Artificial Intelligence, Engineering, Machine Learning +16

Himanshu Kumar, A. G. Ramakrishnan · ACM Transactions on Asian and Low-Resource Language Information Processing · 2020 · 18 citations

Kannada Script, Language Documentation, Optical Character Recognition +9

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