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Ali Mousavi
Ali Mousavi
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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
5192015
Learning to invert: Signal recovery via deep convolutional networks
A Mousavi, RG Baraniuk
2017 IEEE international conference on acoustics, speech and signal …, 2017
3582017
Learned D-AMP: Principled neural network based compressive image recovery
C Metzler, A Mousavi, R Baraniuk
Advances in neural information processing systems 30, 2017
2882017
Deepcodec: Adaptive sensing and recovery via deep convolutional neural networks
A Mousavi, G Dasarathy, RG Baraniuk
arXiv preprint arXiv:1707.03386, 2017
962017
Unsupervised learning with Stein's unbiased risk estimator
CA Metzler, A Mousavi, R Heckel, RG Baraniuk
arXiv preprint arXiv:1805.10531, 2018
922018
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
772019
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 32, 2019
662019
Parameterless optimal approximate message passing
A Mousavi, A Maleki, RG Baraniuk
arXiv preprint arXiv:1311.0035, 2013
502013
Off-policy evaluation in infinite-horizon reinforcement learning with latent confounders
A Bennett, N Kallus, L Li, A Mousavi
International Conference on Artificial Intelligence and Statistics, 1999-2007, 2021
482021
Consistent parameter estimation for lasso and approximate message passing
A Mousavi, A Maleki, RG Baraniuk
412018
Consistent parameter estimation for LASSO and approximate message passing
A Mousavi, A Maleki, RG Baraniuk
382017
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
372019
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
342020
Signal recovery via deep convolutional networks
RG Baraniuk, A Mousavi
US Patent 10,985,777, 2021
302021
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
272019
Asymptotic analysis of lassos solution path with implications for approximate message passing
A Mousavi, A Maleki, RG Baraniuk
arXiv preprint arXiv:1309.5979, 2013
182013
Simplified MAP-MUD for active user CDMA
P Pad, A Mousavi, A Goli, F Marvasti
Communications Letters, IEEE 15 (6), 599-601, 2011
92011
High-Throughput Vector Similarity Search in Knowledge Graphs
J Mohoney, A Pacaci, SR Chowdhury, A Mousavi, IF Ilyas, UF Minhas, ...
Proceedings of the ACM on Management of Data 1 (2), 1-25, 2023
62023
Uniform Partitioning of Data Grid for Association Detection
A Mousavi, RG Baraniuk
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
52020
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
52015
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Articles 1–20