A deep learning approach to structured signal recovery A Mousavi, AB Patel, RG Baraniuk 2015 53rd annual allerton conference on communication, control, and …, 2015 | 519 | 2015 |
Learning to invert: Signal recovery via deep convolutional networks A Mousavi, RG Baraniuk 2017 IEEE international conference on acoustics, speech and signal …, 2017 | 358 | 2017 |
Learned D-AMP: Principled neural network based compressive image recovery C Metzler, A Mousavi, R Baraniuk Advances in neural information processing systems 30, 2017 | 288 | 2017 |
Deepcodec: Adaptive sensing and recovery via deep convolutional neural networks A Mousavi, G Dasarathy, RG Baraniuk arXiv preprint arXiv:1707.03386, 2017 | 96 | 2017 |
Unsupervised learning with Stein's unbiased risk estimator CA Metzler, A Mousavi, R Heckel, RG Baraniuk arXiv preprint arXiv:1805.10531, 2018 | 92 | 2018 |
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 | 77 | 2019 |
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 | 66 | 2019 |
Parameterless optimal approximate message passing A Mousavi, A Maleki, RG Baraniuk arXiv preprint arXiv:1311.0035, 2013 | 50 | 2013 |
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 | 48 | 2021 |
Consistent parameter estimation for lasso and approximate message passing A Mousavi, A Maleki, RG Baraniuk | 41 | 2018 |
Consistent parameter estimation for LASSO and approximate message passing A Mousavi, A Maleki, RG Baraniuk | 38 | 2017 |
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 | 37 | 2019 |
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 | 34 | 2020 |
Signal recovery via deep convolutional networks RG Baraniuk, A Mousavi US Patent 10,985,777, 2021 | 30 | 2021 |
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 | 27 | 2019 |
Asymptotic analysis of lassos solution path with implications for approximate message passing A Mousavi, A Maleki, RG Baraniuk arXiv preprint arXiv:1309.5979, 2013 | 18 | 2013 |
Simplified MAP-MUD for active user CDMA P Pad, A Mousavi, A Goli, F Marvasti Communications Letters, IEEE 15 (6), 599-601, 2011 | 9 | 2011 |
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 | 6 | 2023 |
Uniform Partitioning of Data Grid for Association Detection A Mousavi, RG Baraniuk IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 | 5 | 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 | 5 | 2015 |