Expectation consistent approximate inference: Generalizations and convergence A Fletcher, M Sahraee-Ardakan, S Rangan, P Schniter
2016 IEEE International Symposium on Information Theory (ISIT), 190-194, 2016
79 2016 Inference with deep generative priors in high dimensions P Pandit, M Sahraee-Ardakan, S Rangan, P Schniter, AK Fletcher
IEEE Journal on Selected Areas in Information Theory 1 (1), 336-347, 2020
52 2020 Generalization error of generalized linear models in high dimensions M Emami, M Sahraee-Ardakan, P Pandit, S Rangan, A Fletcher
International Conference on Machine Learning, 2892-2901, 2020
47 2020 Asymptotics of MAP inference in deep networks P Pandit, M Sahraee, S Rangan, AK Fletcher
2019 IEEE International Symposium on Information Theory (ISIT), 842-846, 2019
26 2019 Rigorous dynamics and consistent estimation in arbitrarily conditioned linear systems AK Fletcher, M Sahraee-Ardakan, S Rangan, P Schniter
Advances in Neural Information Processing Systems 30, 2017
17 2017 Matrix inference and estimation in multi-layer models P Pandit, M Sahraee Ardakan, S Rangan, P Schniter, AK Fletcher
Advances in neural information processing systems 33, 22456-22467, 2020
11 2020 Implicit bias of linear rnns M Emami, M Sahraee-Ardakan, P Pandit, S Rangan, AK Fletcher
International Conference on Machine Learning, 2982-2992, 2021
8 2021 Kernel methods and multi-layer perceptrons learn linear models in high dimensions M Sahraee-Ardakan, M Emami, P Pandit, S Rangan, AK Fletcher
arXiv preprint arXiv:2201.08082, 2022
6 2022 Sparse multivariate bernoulli processes in high dimensions P Pandit, M Sahraee-Ardakan, A Amini, S Rangan, AK Fletcher
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
6 2019 Asymptotics of ridge regression in convolutional models M Sahraee-Ardakan, T Mai, A Rao, RA Rossi, S Rangan, AK Fletcher
International Conference on Machine Learning, 9265-9275, 2021
5 2021 Generalized autoregressive linear models for discrete high-dimensional data P Pandit, M Sahraee-Ardakan, AA Amini, S Rangan, AK Fletcher
IEEE Journal on Selected Areas in Information Theory 1 (3), 884-896, 2020
5 2020 Inference in multi-layer networks with matrix-valued unknowns P Pandit, M Sahraee-Ardakan, S Rangan, P Schniter, AK Fletcher
arXiv preprint arXiv:2001.09396, 2020
5 2020 Input-output equivalence of unitary and contractive rnns M Emami, M Sahraee Ardakan, S Rangan, AK Fletcher
Advances in Neural Information Processing Systems 32, 2019
4 2019 A study on clustering-based image denoising: From global clustering to local grouping M Joneidi, M Sadeghi, M Sahraee-Ardakan, M Babaie-Zadeh, C Jutten
2014 22nd European Signal Processing Conference (EUSIPCO), 1657-1661, 2014
4 2014 Low-Rank Nonlinear Decoding of -ECoG from the Primary Auditory Cortex M Emami, M Sahraee-Ardakan, P Pandit, AK Fletcher, S Rangan, ...
arXiv preprint arXiv:2005.05053, 2020
3 2020 Joint Dictionary Learning for Example-Based Image Super-Resolution M Sahraee-Ardakan, M Joneidi
arXiv preprint arXiv:1701.03420, 2017
3 2017 Matrix inference and estimation in multi-layer models P Pandit, M Sahraee-Ardakan, S Rangan, P Schniter, AK Fletcher
Journal of Statistical Mechanics: Theory and Experiment 2021 (12), 124004, 2021
2 2021 High-Dimensional Bernoulli Autoregressive Process with Long-Range Dependence P Pandit, M Sahraee-Ardakan, AA Amini, S Rangan, AK Fletcher
arXiv preprint arXiv:1903.09631, 2019
2 2019 Estimation and learning of dynamic nonlinear networks (DyNNets) M Sahraee-Ardakan, AK Fletcher
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
2 2017 Equivalence of Kernel Methods and Linear Models in High Dimensions M Sahraee Ardakan
UCLA, 2022
2022