Raman Arora
Raman Arora
Department of Computer Science, Johns Hopkins University
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Deep canonical correlation analysis
G Andrew, R Arora, J Bilmes, K Livescu
International Conference on Machine Learning (ICML), 1247-1255, 2013
On Deep Multi-View Representation Learning
W Wang, R Arora, K Livescu, J Bilmes
International Conference on Machine Learning (ICML), 2015
Understanding deep neural networks with rectified linear units
R Arora, A Basu, P Mianjy, A Mukherjee
International Conference on Learning Representations (ICLR), 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
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
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
Communication-efficient distributed SGD with sketching
N Ivkin, D Rothchild, E Ullah, I Stoica, R Arora
Advances in Neural Information Processing Systems 32, 2019
Stochastic optimization for PCA and PLS
R Arora, A Cotter, K Livescu, N Srebro
2012 50th annual allerton conference on communication, control, and …, 2012
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
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
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
Learning multiview embeddings of twitter users
A Benton, R Arora, M Dredze
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
Stochastic optimization of PCA with capped MSG
R Arora, A Cotter, N Srebro
Advances in Neural Information Processing Systems (NIPS), 1815-1823, 2013
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
Multiview LSA: Representation Learning via Generalized CCA
P Rastogi, B Van Durme, R Arora
On the implicit bias of dropout
P Mianjy, R Arora, R Vidal
International conference on machine learning, 3540-3548, 2018
Kernel CCA for multi-view learning of acoustic features using articulatory measurements.
R Arora, K Livescu
MLSLP, 34-37, 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
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
Machine unlearning via algorithmic stability
E Ullah, T Mai, A Rao, RA Rossi, R Arora
Conference on Learning Theory, 4126-4142, 2021
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