Ambuj Tewari | अम्बुज तिवारी

Cited by

	All	Since 2016
Citations	7925	5707
h-index	42	37
i10-index	83	76

1600

800

400

1200

20072008200920102011201220132014201520162017201820192020202128 31 54 119 184 266 360 464 563 690 767 952 1274 1533 476

Public access

View all

38 articles

2 articles

available

not available

Based on funding mandates

Co-authors

Karthik SridharanCornell University, University of Pennsylvania, Toyota Technological InstituteVerified email at ttic.edu
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Inderjit S. DhillonVice President/Distinguished Scientist at Amazon, and Professor, Computer Science, UT AustinVerified email at cs.utexas.edu
Alexander RakhlinAssociate Professor, MITVerified email at mit.edu
Nagarajan NatarajanResearcher, Microsoft Research IndiaVerified email at microsoft.com
Susan MurphyHarvard UniversityVerified email at g.harvard.edu
Sham M KakadeUniversity of WashingtonVerified email at cs.washington.edu
George MichailidisProfessor of Statistics and EECSVerified email at umich.edu
Mohamad Kazem Shirani FaradonbehDepartment of Statistics, University of GeorgiaVerified email at uga.edu
Shai Shalev-ShwartzThe Hebrew UniversityVerified email at cs.huji.ac.il
Pradeep RavikumarAssociate Professor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Jacob AbernethyAssistant Professor, University of MichiganVerified email at umich.edu
Prateek JainMicrosoft Research IndiaVerified email at microsoft.com
Predrag KlasnjaAssociate Professor of Information, University of MichiganVerified email at umich.edu
Nathan SrebroProfessor, TTIC and University of ChicagoVerified email at ttic.edu
Young Hun JungMicrosoftVerified email at microsoft.com
Ankan SahaSenior Staff Applied Researcher, LinkedinVerified email at linkedin.com
Shawna N. SmithUniversity of MichiganVerified email at umich.edu
Chansoo LeeGoogleVerified email at google.com
Sougata ChaudhuriUniversity of Michigan Ann ArborVerified email at umich.edu

Ambuj Tewari | अम्बुज तिवारी

Associate Professor, Department of Statistics and Department of EECS, University of Michigan

Verified email at umich.edu - Homepage

Machine Learning Statistics Data Science Sequential Decision Making Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning with noisy labels. N Natarajan, IS Dhillon, P Ravikumar, A Tewari NIPS 26, 1196-1204, 2013	689	2013
Just in time adaptive interventions (JITAIs): An organizing framework for ongoing health behavior support I Nahum-Shani, SN Smith, B Spring, LM Collins, K Witkiewitz, A Tewari, ... Annals of Behavioral Medicine 52 (6), 446-462, 2018	636*	2018
Stochastic Methods for l₁-regularized Loss Minimization S Shalev-Shwartz, A Tewari The Journal of Machine Learning Research 12, 1865-1892, 2011	445	2011
Composite Objective Mirror Descent. JC Duchi, S Shalev-Shwartz, Y Singer, A Tewari COLT, 14-26, 2010	319	2010
On the complexity of linear prediction: Risk bounds, margin bounds, and regularization SM Kakade, K Sridharan, A Tewari	301	2008
Microrandomized trials: An experimental design for developing just-in-time adaptive interventions. P Klasnja, EB Hekler, S Shiffman, A Boruvka, D Almirall, A Tewari, ... Health Psychology 34 (S), 1220, 2015	290	2015
On the Consistency of Multiclass Classification Methods. A Tewari, PL Bartlett Journal of Machine Learning Research 8 (5), 2007	254	2007
PAC subset selection in stochastic multi-armed bandits S Kalyanakrishnan, A Tewari, P Auer, P Stone Proceedings of the 29th International Conference on Machine Learning (ICML …, 2012	252	2012
REGAL: A regularization based algorithm for reinforcement learning in weakly communicating MDPs PL Bartlett, A Tewari arXiv preprint arXiv:1205.2661, 2012	199	2012
Smoothness, low noise and fast rates N Srebro, K Sridharan, A Tewari Advances in neural information processing systems 23, 2010	196	2010
On iterative hard thresholding methods for high-dimensional M-estimation P Jain, A Tewari, P Kar Advances in Neural Information Processing Systems, 685-693, 2014	175	2014
Regularization techniques for learning with matrices SM Kakade, S Shalev-Shwartz, A Tewari The Journal of Machine Learning Research 13 (1), 1865-1890, 2012	175	2012
Exploiting longer cycles for link prediction in signed networks KY Chiang, N Natarajan, A Tewari, IS Dhillon Proceedings of the 20th ACM international conference on Information and …, 2011	166	2011
Efficient bandit algorithms for online multiclass prediction SM Kakade, S Shalev-Shwartz, A Tewari Proceedings of the 25th international conference on Machine learning, 440-447, 2008	155	2008
Optimal strategies and minimax lower bounds for online convex games J Abernethy, PL Bartlett, A Rakhlin, A Tewari	150	2008
Prediction and clustering in signed networks: a local to global perspective KY Chiang, CJ Hsieh, N Natarajan, IS Dhillon, A Tewari The Journal of Machine Learning Research 15 (1), 1177-1213, 2014	146	2014
Prediction and validation of gene-disease associations using methods inspired by social network analyses UM Singh-Blom, N Natarajan, A Tewari, JO Woods, IS Dhillon, ... PloS one 8 (5), e58977, 2013	134	2013
On the Generalization Ability of Online Strongly Convex Programming Algorithms. SM Kakade, A Tewari NIPS, 801-808, 2008	134	2008
Online bandit learning against an adaptive adversary: from regret to policy regret R Arora, O Dekel, A Tewari arXiv preprint arXiv:1206.6400, 2012	133	2012
On the nonasymptotic convergence of cyclic coordinate descent methods A Saha, A Tewari SIAM Journal on Optimization 23 (1), 576-601, 2013	121	2013

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors