Raman Arora
Raman Arora
Assistant Professor, Computer Science, Johns Hopkins University
Verified email at cs.jhu.edu
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
10842013
On Deep Multi-View Representation Learning
W Wang, R Arora, K Livescu, J Bilmes
International Conference on Machine Learning (ICML), 2015
4902015
Understanding deep neural networks with rectified linear units
R Arora, A Basu, P Mianjy, A Mukherjee
International Conference on Learning Representations (ICLR), 2018
2612018
Stochastic optimization for PCA and PLS
R Arora, A Cotter, K Livescu, N Srebro
2012 50th Annual Allerton Conference on Communication, Control, and …, 2012
1442012
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
1202015
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
1162012
Stochastic optimization of PCA with capped MSG
R Arora, A Cotter, N Srebro
Advances in Neural Information Processing Systems (NIPS), 1815-1823, 2013
892013
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
752013
Multiview LSA: Representation Learning via Generalized CCA
P Rastogi, B Van Durme, R Arora
742015
Learning multiview embeddings of twitter users
A Benton, R Arora, M Dredze
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
692016
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
632014
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
59*2017
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
592016
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
592012
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
572019
Symmetry, saddle points, and global geometry of nonconvex matrix factorization
X Li, Z Wang, J Lu, R Arora, J Haupt, H Liu, T Zhao
arXiv preprint arXiv:1612.09296 1, 5.1-7.1, 2016
562016
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
532015
Projective joint invariants for matching curves in camera networks
R Arora, CR Dyer
Distributed video sensor networks (Editors: Bhanu, Bir; Ravishankar, Chinya …, 2011
52*2011
Clustering by left-stochastic matrix factorization
R Arora, M Gupta, A Kapila, M Fazel
International Conference on Machine Learning (ICML), 761-768, 2011
502011
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
432018
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