Ali Mousavi
Ali Mousavi
Senior Machine Learning Researcher, Apple
Verified email at apple.com - Homepage
Title
Cited by
Cited by
Year
A deep learning approach to structured signal recovery
A Mousavi, AB Patel, RG Baraniuk
2015 53rd annual allerton conference on communication, control, and …, 2015
2472015
Learning to invert: Signal recovery via deep convolutional networks
A Mousavi, RG Baraniuk
2017 IEEE international conference on acoustics, speech and signal …, 2017
1802017
Learned D-AMP: Principled neural network based compressive image recovery
C Metzler, A Mousavi, R Baraniuk
Advances in Neural Information Processing Systems 30, 1772-1783, 2017
1252017
Deepcodec: Adaptive sensing and recovery via deep convolutional neural networks
A Mousavi, G Dasarathy, RG Baraniuk
arXiv preprint arXiv:1707.03386, 2017
552017
Parameterless optimal approximate message passing
A Mousavi, A Maleki, RG Baraniuk
arXiv preprint arXiv:1311.0035, 2013
422013
Consistent parameter estimation for LASSO and approximate message passing
A Mousavi, A Maleki, RG Baraniuk
The Annals of Statistics 46 (1), 119-148, 2018
342018
Unsupervised Learning with Stein's Unbiased Risk Estimator
CA Metzler, A Mousavi, R Heckel, RG Baraniuk
arXiv preprint arXiv:1805.10531, 2018
242018
Consistent parameter estimation for lasso and approximate message passing
A Mousavi, A Maleki, RG Baraniuk
The Annals of Statistics 45 (6), 2427-2454, 2017
192017
Asymptotic analysis of lassos solution path with implications for approximate message passing
A Mousavi, A Maleki, RG Baraniuk
arXiv preprint arXiv:1309.5979, 2013
172013
A Data-Driven and Distributed Approach to Sparse Signal Representation and Recovery
A Mousavi, G Dasarathy, RG Baraniuk
International Conference on Learning Representations (ICLR), 2019
142019
Breaking the glass ceiling for embedding-based classifiers for large output spaces
C Guo, A Mousavi, X Wu, DN Holtmann-Rice, S Kale, S Reddi, S Kumar
Advances in Neural Information Processing Systems, 4943-4953, 2019
132019
Data-driven semi-supervised and supervised learning algorithms for health monitoring of pipes
D Sen, A Aghazadeh, A Mousavi, A Nagarajaiah, R Baraniuk, A Dabak
Mechanical Systems and Signal Processing 131, 524-537, 2019
122019
Sparsity-based approaches for damage detection in plates
D Sen, A Aghazadeh, A Mousavi, S Nagarajaiah, R Baraniuk
Mechanical Systems and Signal Processing 117, 333-346, 2019
112019
Simplified MAP-MUD for active user CDMA
P Pad, A Mousavi, A Goli, F Marvasti
Communications Letters, IEEE 15 (6), 599-601, 2011
82011
Black-box Off-policy Estimation for Infinite-Horizon Reinforcement Learning
A Mousavi, L Li, Q Liu, D Zhou
International Conference on Learning Representations (ICLR), 2020
62020
An information-theoretic measure of dependency among variables in large datasets
A Mousavi, RG Baraniuk
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
22015
A new decoding scheme for errorless codes for overloaded CDMA with active user detection
A Mousavi, P Pad, P Delgosha, F Marvasti
Telecommunications (ICT), 2011 18th International Conference on, 201-205, 2011
22011
Signal Recovery Via Deep Convolutional Networks
RG Baraniuk, A Mousavi
US Patent App. 16/466,718, 2019
12019
Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders
A Bennett, N Kallus, L Li, A Mousavi
arXiv preprint arXiv:2007.13893, 2020
2020
Uniform Partitioning of Data Grid for Association Detection
A Mousavi, RG Baraniuk
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
2020
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Articles 1–20