Ali Mousavi

Cited by

	All	Since 2016
Citations	907	872
h-index	12	12
i10-index	15	15

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2013201420152016201720182019202020213 6 13 27 69 144 251 331 45

Co-authors

Richard BaraniukVictor E. Cameron Professor, Electrical & Computer Engineering, Rice UniversityVerified email at rice.edu
Arian MalekiColumbia UniversityVerified email at stat.columbia.edu
Christopher A. MetzlerUniversity of Maryland, College ParkVerified email at umd.edu
Ankit PatelAssistant Professor, Baylor College of Medicine, Rice UniversityVerified email at rice.edu
Gautam DasarathyAssistant Professor, Electrical Engineering, Arizona State UniversityVerified email at asu.edu
Satish NagarajaiahProfessor of Structural Engineering, Civil and Mechanical Engineering, Rice UniversityVerified email at rice.edu
Debarshi SenPostdoctoral Associate, Massachusetts Institute of TechnologyVerified email at mit.edu
Amirali AghazadehEECS, UC BerkeleyVerified email at berkeley.edu
Reinhard HeckelRice UniversityVerified email at rice.edu
Lihong Li (李力鸿)AmazonVerified email at amazon.com
farokh marvastiSharif University of Technology, EE and ACRIVerified email at sharif.edu
Pedram PadPhD Student, EPFLVerified email at csem.ch
Sanjiv KumarDistinguished Scientist, GoogleVerified email at google.com
Satyen KaleStaff Research Scientist, Google ResearchVerified email at google.com
Sashank J. ReddiResearch Scientist, Google ResearchVerified email at cs.cmu.edu
Chuan GuoResearch Scientist, Facebook AI ResearchVerified email at fb.com
Anand DabakTexas InstrumentsVerified email at ti.com
Denny ZhouResearch Scientist, Google BrainVerified email at google.com
Qiang LiuAssistant Professor of Computer Science, UT AustinVerified email at cs.utexas.edu
Payam DelgoshaResearch Assistant Professor, University of Illinois at Urbana ChampaignVerified email at illinois.edu

Ali Mousavi

Senior Machine Learning Researcher, Apple

Verified email at apple.com - Homepage

Machine Learning Artificial Intelligence


Title Sort by citations Sort by year Sort by 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	269	2015
Learning to invert: Signal recovery via deep convolutional networks A Mousavi, RG Baraniuk 2017 IEEE international conference on acoustics, speech and signal …, 2017	193	2017
Learned D-AMP: Principled neural network based compressive image recovery CA Metzler, A Mousavi, RG Baraniuk arXiv preprint arXiv:1704.06625, 2017	140	2017
Deepcodec: Adaptive sensing and recovery via deep convolutional neural networks A Mousavi, G Dasarathy, RG Baraniuk arXiv preprint arXiv:1707.03386, 2017	59	2017
Parameterless optimal approximate message passing A Mousavi, A Maleki, RG Baraniuk arXiv preprint arXiv:1311.0035, 2013	44	2013
Consistent parameter estimation for lasso and approximate message passing A Mousavi, A Maleki, RG Baraniuk The Annals of Statistics 46 (1), 119-148, 2018	39	2018
Unsupervised learning with stein's unbiased risk estimator CA Metzler, A Mousavi, R Heckel, RG Baraniuk arXiv preprint arXiv:1805.10531, 2018	30	2018
Consistent parameter estimation for lasso and approximate message passing A Mousavi, A Maleki, RG Baraniuk Annals of Statistics 45 (6), 2427-2454, 2017	19	2017
Asymptotic analysis of lassos solution path with implications for approximate message passing A Mousavi, A Maleki, RG Baraniuk arXiv preprint arXiv:1309.5979, 2013	17	2013
Breaking the glass ceiling for embedding-based classifiers for large output spaces C Guo, A Mousavi, X Wu, D Holtmann-Rice, S Kale, S Reddi, S Kumar	16	2019
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	14	2019
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	13	2019
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	12	2019
Learned D-AMP: A principled CNN-based compressive image recovery algorithm CA Metzler, A Mousavi, RG Baraniuk Advances in Neural Information Processing Systems, 2017	11	2017
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	10	2020
Simplified MAP-MUD for active user CDMA P Pad, A Mousavi, A Goli, F Marvasti Communications Letters, IEEE 15 (6), 599-601, 2011	8	2011
Signal recovery via deep convolutional networks RG Baraniuk, A Mousavi US Patent App. 16/466,718, 2019	7	2019
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	2	2020
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	2	2015
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	2	2011

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