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Mojtaba Sahraee-Ardakan
Mojtaba Sahraee-Ardakan
PhD student, ECE; MS student, Statistics, UCLA
Verified email at ucla.edu - Homepage
Title
Cited by
Cited by
Year
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
772016
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
492020
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
452020
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
262019
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
162017
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
102020
Implicit bias of linear rnns
M Emami, M Sahraee-Ardakan, P Pandit, S Rangan, AK Fletcher
International Conference on Machine Learning, 2982-2992, 2021
82021
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
62019
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
52022
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
52021
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
52020
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
52020
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
42019
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
42014
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
32020
Joint Dictionary Learning for Example-Based Image Super-Resolution
M Sahraee-Ardakan, M Joneidi
arXiv preprint arXiv:1701.03420, 2017
32017
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
22021
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
22019
Estimation and learning of dynamic nonlinear networks (DyNNets)
M Sahraee-Ardakan, AK Fletcher
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
22017
Equivalence of Kernel Methods and Linear Models in High Dimensions
M Sahraee Ardakan
UCLA, 2022
2022
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Articles 1–20