עקוב אחר
Sanjiv Kumar
Sanjiv Kumar
Google Fellow, VP, Google Research
כתובת אימייל מאומתת בדומיין google.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
The World Health Organization quality of life assessment (WHOQOL): position paper from the World Health Organization‏
Whoqol Group‏
Social science & medicine 41 (10), 1403-1409, 1995‏
66021995
On the convergence of adam and beyond‏
SJ Reddi, S Kale, S Kumar‏
arXiv preprint arXiv:1904.09237, 2019‏
33282019
Adaptive federated optimization‏
S Reddi, Z Charles, M Zaheer, Z Garrett, K Rush, J Konečný, S Kumar, ...‏
arXiv preprint arXiv:2003.00295, 2020‏
16842020
Hashing with graphs‏
W Liu, J Wang, S Kumar, SF Chang‏
Proceedings of the 28th international conference on machine learning (ICML …, 2011‏
12242011
Large batch optimization for deep learning: Training bert in 76 minutes‏
Y You, J Li, S Reddi, J Hseu, S Kumar, S Bhojanapalli, X Song, J Demmel, ...‏
arXiv preprint arXiv:1904.00962, 2019‏
11372019
Semi-supervised hashing for large-scale search‏
J Wang, S Kumar, SF Chang‏
IEEE transactions on pattern analysis and machine intelligence 34 (12), 2393 …, 2012‏
9422012
Long-tail learning via logit adjustment‏
AK Menon, S Jayasumana, AS Rawat, H Jain, A Veit, S Kumar‏
arXiv preprint arXiv:2007.07314, 2020‏
8422020
Semi-supervised hashing for scalable image retrieval‏
J Wang, S Kumar, SF Chang‏
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010‏
7502010
Discrete graph hashing‏
W Liu, C Mu, S Kumar, SF Chang‏
Advances in neural information processing systems 27, 2014‏
6522014
Discriminative random fields: A discriminative framework for contextual interaction in classification‏
S Kumar‏
Proceedings ninth IEEE international conference on computer vision, 1150-1157, 2003‏
6522003
Learning to hash for indexing big data—A survey‏
J Wang, W Liu, S Kumar, SF Chang‏
Proceedings of the IEEE 104 (1), 34-57, 2015‏
6442015
Face tracking and recognition with visual constraints in real-world videos‏
M Kim, S Kumar, V Pavlovic, H Rowley‏
2008 IEEE Conference on computer vision and pattern recognition, 1-8, 2008‏
6302008
A new baseline for image annotation‏
A Makadia, V Pavlovic, S Kumar‏
Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008‏
6142008
cpSGD: Communication-efficient and differentially-private distributed SGD‏
N Agarwal, AT Suresh, FXX Yu, S Kumar, B McMahan‏
Advances in Neural Information Processing Systems 31, 2018‏
5622018
Discriminative random fields‏
S Kumar, M Hebert‏
International Journal of Computer Vision 68, 179-201, 2006‏
5232006
Adaptive methods for nonconvex optimization‏
M Zaheer, S Reddi, D Sachan, S Kale, S Kumar‏
Advances in neural information processing systems 31, 2018‏
4882018
Sampling methods for the Nyström method‏
S Kumar, M Mohri, A Talwalkar‏
The Journal of Machine Learning Research 13 (1), 981-1006, 2012‏
4752012
Accelerating large-scale inference with anisotropic vector quantization‏
R Guo, P Sun, E Lindgren, Q Geng, D Simcha, F Chern, S Kumar‏
International Conference on Machine Learning, 3887-3896, 2020‏
4612020
Efficient natural language response suggestion for smart reply‏
M Henderson, R Al-Rfou, B Strope, YH Sung, L Lukács, R Guo, S Kumar, ...‏
arXiv preprint arXiv:1705.00652, 2017‏
4222017
Does label smoothing mitigate label noise?‏
M Lukasik, S Bhojanapalli, A Menon, S Kumar‏
International Conference on Machine Learning, 6448-6458, 2020‏
4202020
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מאמרים 1–20