About
Discord Stateoftheart AI
GitHub

Publications

2439

Cited by

14343

Sanjiv Kumar

large-scale machine learningartificial intelligencecomputer visionroboticsdata mining

Distinguished Scientist, Google

Papers and Citations

1 - 50
On the convergence of adam and beyond
2019
Sashank J. Reddi
Sanjiv Kumar
Satyen Kale
Cited by 941
Hashing with Graphs
2011
Wei Liu
Shih-Fu Chang
Jun Wang
+1
Cited by 939
Semi-supervised hashing for large-scale search
2012
Shih-Fu Chang
Jun Wang
Sanjiv Kumar
Cited by 740
Semi-supervised hashing for scalable image retrieval
2010
Jun Wang
Shih-Fu Chang
Sanjiv Kumar
Cited by 639
Discriminative random fields: A discriminative framework for contextual interaction in classification
2003
Sanjiv Kumar
Cited by 603
A new baseline for image annotation
2008
Sanjiv Kumar
Ameesh Makadia
V Pavlovic
Cited by 538
Face tracking and recognition with visual constraints in real-world videos
2008
Henry A. Rowley
Minyoung Kim
Sanjiv Kumar
+1
Cited by 509
Discriminative random fields
2006
Sanjiv Kumar
martial hebert
Cited by 472
Discrete graph hashing
2014
Wei Liu
Sanjiv Kumar
Shih-Fu Chang
+1
Cited by 428
Learning to hash for indexing big data—A survey
2016
Jun Wang
Sanjiv Kumar
Shih-Fu Chang
+1
Cited by 423
Sequential projection learning for hashing with compact codes
2010
Sanjiv Kumar
Shih-Fu Chang
Jun Wang
Cited by 352
A hierarchical field framework for unified context-based classification
2005
Sanjiv Kumar
martial hebert
Cited by 329
Sampling methods for the Nyström method
2012
Sanjiv Kumar
Mehryar Mohri
Ameet Talwalkar
Cited by 317
Discriminative fields for modeling spatial dependencies in natural images
2004
Sanjiv Kumar
martial hebert
Cited by 297
Citation analysis
2004
Manoj Devare
Sanjiv Kumar
Razali Ngah
+14
Cited by 295
An exploration of parameter redundancy in deep networks with circulant projections
2015
Alok Choudhary
Felix Xinnan Yu
Yu Cheng
+5
Cited by 267
Baselines for image annotation
2010
Ameesh Makadia
Sanjiv Kumar
V Pavlovic
Cited by 233
Large-scale manifold learning
2008
Sanjiv Kumar
Ameet Talwalkar
Henry A. Rowley
Cited by 219
Digital tapestry [automatic image synthesis]
2005
Vladimir Kolmogorov
Carsten Rother
Sanjiv Kumar
+1
Cited by 216
Orthogonal random features
2016
Krzysztof Choromanski
Sanjiv Kumar
Ananda Theertha Suresh
+2
Cited by 199
Man-made structure detection in natural images using a causal multiscale random field
2003
Sanjiv Kumar
martial hebert
Cited by 184
A new approach for nonlinear distortion correction in endoscopic images based on least squares estimation
1999
KV Asari
D Radhakrishnan
Sanjiv Kumar
Cited by 183
Large batch optimization for deep learning: Training bert in 76 minutes
2019
Sanjiv Kumar
Srinadh Bhojanapalli
Kurt Keutzer
+7
Cited by 181
Learning binary codes for high-dimensional data using bilinear projections
2013
Svetlana Lazebnik
Sanjiv Kumar
Henry A. Rowley
+1
Cited by 176
Bryophytes
2006
DK Singh
SK Singh
Sanjiv Kumar
Cited by 176
Structured transforms for small-footprint deep learning
2015
Tara Sainath
Vikas Sindhwani
Sanjiv Kumar
Cited by 171
Big data
2017
Donghyuk Shin
Kai Zhong
Sanjiv Kumar
+43
Cited by 167
Distributed mean estimation with limited communication
2017
X Yu Felix
H. Brendan McMahan
Ananda Theertha Suresh
+2
Cited by 154
Ensemble nystrom method
2009
Mehryar Mohri
Sanjiv Kumar
Ameet Talwalkar
Cited by 151
Circulant binary embedding
2014
Yunchao Gong
Sanjiv Kumar
Shih-Fu Chang
+1
Cited by 139
Sampling techniques for the nystrom method
2009
Sanjiv Kumar
Ameet Talwalkar
Mehryar Mohri
Cited by 134
cpsgd: Communication-efficient and differentially-private distributed sgd
2018
Sanjiv Kumar
Ananda Theertha Suresh
Naman Agarwal
+2
Cited by 118
Youtubecat: Learning to categorize wild web videos
2010
Sanjiv Kumar
Yang Song
Baoxin Li
+2
Cited by 115
Angular quantization-based binary codes for fast similarity search
2012
Svetlana Lazebnik
Yunchao Gong
Sanjiv Kumar
+1
Cited by 109
Video content analysis for automatic demographics recognition of users and videos
2010
Corinna Cortes
Sanjiv Kumar
Ameesh Makadia
+3
Cited by 108
On sampling-based approximate spectral decomposition
2009
Mehryar Mohri
Ameet Talwalkar
Sanjiv Kumar
Cited by 93
pSVM for Learning with Label Proportions
2013
Dong Liu
Tony Jebara
Felix Xinnan Yu
+2
Cited by 87
A fully autonomous microrobotic endoscopy system
2000
IM Kassim
Vijayan Asari
Sanjiv Kumar
Cited by 87
Image tapestry
2010
V Kolmogorov
Carsten Rother
Andrew Blake
+1
Cited by 84
Adaptive methods for nonconvex optimization
2018
Devendra Singh Sachan
Sanjiv Kumar
Sashank J. Reddi
+2
Cited by 79
Compact Hyperplane Hashing with Bilinear Functions
2012
Shih-Fu Chang
Sanjiv Kumar
Wei Liu
+2
Cited by 78
Learning spread-out local feature descriptors
2017
Shih-Fu Chang
Xu Zhang
Sanjiv Kumar
+1
Cited by 78
Method for image region classification using unsupervised and supervised learning
2006
Sanjiv Kumar
Alexander C. Loui
Cited by 75
Google correlate whitepaper
2011
M Mohebbi
R Schonberger
H Choi
+3
Cited by 73
Adaptive federated optimization
2020
H. Brendan McMahan
Zachary Garrett
Keith Rush
+5
Cited by 69
Efficient natural language response suggestion for smart reply
2017
Matthew Henderson
Rami Al-Rfou
Brian Strope
+6
Cited by 66
Pre-training tasks for embedding-based large-scale retrieval
2020
Wei-Cheng Chang
Felix Xinnan Yu
Yiming Yang
+3
Cited by 66
Intestinal abnormality detection from endoscopic images
1998
PMY Goh
SM Krishnan
Kap Luk Chan
+2
Cited by 63
Large-scale SVD and manifold learning
2013
Henry A. Rowley
Ameet Talwalkar
Sanjiv Kumar
+1
Cited by 62
Spherical random features for polynomial kernels
2015
Jeffrey Pennington
Sanjiv Kumar
FXX Yu
Cited by 60