Raman Arora

Cited by

	All	Since 2018
Citations	6717	5420
h-index	37	30
i10-index	63	58

1300

650

325

975

201120122013201420152016201720182019202020212022202322 30 63 91 191 302 495 694 890 1011 1207 1154 460

Public access

View all

38 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Karen LivescuTTI-ChicagoVerified email at ttic.edu
Jeffrey A. BilmesProfessor of Electrical Engineering and Computer Science, University of Washington SeattleVerified email at uw.edu
Han LiuAssociate Professor, Department of Computer Science, Northwestern UniversityVerified email at princeton.edu
Weiran WangGoogleVerified email at ttic.edu
Nathan SrebroProfessor, TTIC and University of ChicagoVerified email at ttic.edu
Heidi ChristensenUniversity of SheffieldVerified email at sheffield.ac.uk
Elmar NöthUniversity of Erlangen-NurembergVerified email at informatik.uni-erlangen.de
Frank RudziczDalhousie University; Vector Institute for Artificial Intelligence; University of TorontoVerified email at cs.toronto.edu
Mingyi HongAssociate Professor, University of MinnesotaVerified email at umn.edu
Adrian BentonGoogle ResearchVerified email at google.com
Ambuj Tewari | अम्बुज तिवारीProfessor, Statistics and EECS, University of MichiganVerified email at umich.edu
Ofer DekelMicrosoft ResearchVerified email at microsoft.com
Mark DredzeJohns Hopkins UniversityVerified email at cs.jhu.edu
Mehryar MohriHead, Learning Theory Team, Google Research; Professor, Courant Institute of Mathematical Sciences.Verified email at google.com
Mo YuWeChat AI, TencentVerified email at tencent.com
Maryam FazelProfessor of Electrical and Computer Engineering, University of WashingtonVerified email at uw.edu
pushpendre rastogiAmazonVerified email at amazon.com
Benjamin Van DurmeJohns Hopkins University; Microsoft Semantic MachinesVerified email at cs.jhu.edu
Mark Hasegawa-JohnsonProfessor of Electrical and Computer Engineering, University of IllinoisVerified email at illinois.edu
Charles R. DyerProfessor of Computer Science, University of Wisconsin - MadisonVerified email at cs.wisc.edu

Raman Arora

Department of Computer Science, Johns Hopkins University

Verified email at cs.jhu.edu - Homepage

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deep canonical correlation analysis G Andrew, R Arora, J Bilmes, K Livescu International Conference on Machine Learning (ICML), 1247-1255, 2013	1871	2013
On Deep Multi-View Representation Learning W Wang, R Arora, K Livescu, J Bilmes International Conference on Machine Learning (ICML), 2015	885	2015
Understanding deep neural networks with rectified linear units R Arora, A Basu, P Mianjy, A Mukherjee International Conference on Learning Representations (ICLR), 2018	576	2018
Fetchsgd: Communication-efficient federated learning with sketching D Rothchild, A Panda, E Ullah, N Ivkin, I Stoica, V Braverman, J Gonzalez, ... International Conference on Machine Learning, 8253-8265, 2020	200	2020
Online bandit learning against an adaptive adversary: from regret to policy regret R Arora, O Dekel, A Tewari International Conference on Machine Learning (ICML), 2012	181	2012
Stochastic optimization for PCA and PLS R Arora, A Cotter, K Livescu, N Srebro 2012 50th annual allerton conference on communication, control, and …, 2012	176	2012
Enter the matrix: Interpreting unsupervised feature learning with matrix decomposition to discover hidden knowledge in high-throughput omics data GL Stein-O’Brien, R Arora, AC Culhane, AV Favorov, CS Greene, LA Goff, ... bioRxiv, 196915, 2017	173*	2017
Unsupervised learning of acoustic features via deep canonical correlation analysis W Wang, R Arora, K Livescu, JA Bilmes 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015	148	2015
Communication-efficient distributed SGD with sketching N Ivkin, D Rothchild, E Ullah, I Stoica, R Arora Advances in Neural Information Processing Systems 32, 2019	144	2019
Deep generalized canonical correlation analysis A Benton, H Khayrallah, B Gujral, DA Reisinger, S Zhang, R Arora Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP …, 2019	131	2019
NeuroSpeech: An open-source software for Parkinson's speech analysis JR Orozco-Arroyave, JC Vásquez-Correa, JF Vargas-Bonilla, R Arora, ... Digital Signal Processing 77, 207-221, 2018	107	2018
Stochastic optimization of PCA with capped MSG R Arora, A Cotter, N Srebro Advances in Neural Information Processing Systems (NIPS), 1815-1823, 2013	107	2013
Learning multiview embeddings of twitter users A Benton, R Arora, M Dredze Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016	99	2016
Multiview LSA: Representation Learning via Generalized CCA P Rastogi, B Van Durme, R Arora	95	2015
Multi-view CCA-based acoustic features for phonetic recognition across speakers and domains R Arora, K Livescu Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International …, 2013	91	2013
Accelerated mini-batch randomized block coordinate descent method T Zhao, M Yu, Y Wang, R Arora, H Liu Advances in Neural Information Processing Systems (NIPS), 3329-3337, 2014	75	2014
Kernel CCA for multi-view learning of acoustic features using articulatory measurements R Arora, K Livescu Symposium on machine learning in speech and language processing, 2012	73	2012
Stochastic optimization for deep CCA via nonlinear orthogonal iterations W Wang, R Arora, K Livescu, N Srebro 2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015	72	2015
On the implicit bias of dropout P Mianjy, R Arora, R Vidal International conference on machine learning, 3540-3548, 2018	71	2018
Stochastic variance reduced optimization for nonconvex sparse learning X Li, T Zhao, R Arora, H Liu, J Haupt International Conference on Machine Learning (ICML), 917-925, 2016	69	2016

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

Follow

Cited by

Co-authors