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ORCIDMojtaba Sahraee-Ardakan
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Books and Theses
- 2022
[b1]Mojtaba Sahraee-Ardakan:
Estimation and Inference in High-dimensional Models. University of California, Los Angeles, USA, 2022
Journal Articles
- 2020
- [j2]Parthe Pandit
, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher:
Inference With Deep Generative Priors in High Dimensions. IEEE J. Sel. Areas Inf. Theory 1(1): 336-347 (2020) - [j1]Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher:
Generalized Autoregressive Linear Models for Discrete High-Dimensional Data. IEEE J. Sel. Areas Inf. Theory 1(3): 884-896 (2020)
Conference and Workshop Papers
- 2021
- [c11]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Implicit Bias of Linear RNNs. ICML 2021: 2982-2992 - [c10]Mojtaba Sahraee-Ardakan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Sundeep Rangan, Alyson K. Fletcher:
Asymptotics of Ridge Regression in Convolutional Models. ICML 2021: 9265-9275 - 2020
- [c9]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Generalization Error of Generalized Linear Models in High Dimensions. ICML 2020: 2892-2901 - [c8]Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher:
Matrix Inference and Estimation in Multi-Layer Models. NeurIPS 2020 - 2019
- [c7]Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher:
Sparse Multivariate Bernoulli Processes in High Dimensions. AISTATS 2019: 457-466 - [c6]Parthe Pandit, Mojtaba Sahraee, Sundeep Rangan, Alyson K. Fletcher:
Asymptotics of MAP Inference in Deep Networks. ISIT 2019: 842-846 - [c5]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher:
Input-Output Equivalence of Unitary and Contractive RNNs. NeurIPS 2019: 15342-15352 - 2017
- [c4]Mojtaba Sahraee-Ardakan, Alyson K. Fletcher:
Estimation and learning of Dynamic Nonlinear Networks (DyNNets). ICASSP 2017: 2856-2860 - [c3]Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter:
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems. NIPS 2017: 2545-2554 - 2016
- [c2]Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter:
Expectation consistent approximate inference: Generalizations and convergence. ISIT 2016: 190-194 - 2014
- [c1]Mohsen Joneidi, Mostafa Sadeghi, Mojtaba Sahraee-Ardakan, Massoud Babaie-Zadeh, Christian Jutten:
A study on clustering-based image denoising: From global clustering to local grouping. EUSIPCO 2014: 1657-1661
Informal and Other Publications
- 2022
- [i13]Mojtaba Sahraee-Ardakan, Melikasadat Emami, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Kernel Methods and Multi-layer Perceptrons Learn Linear Models in High Dimensions. CoRR abs/2201.08082 (2022) - 2021
- [i12]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Implicit Bias of Linear RNNs. CoRR abs/2101.07833 (2021) - [i11]Mojtaba Sahraee-Ardakan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Sundeep Rangan, Alyson K. Fletcher:
Asymptotics of Ridge Regression in Convolutional Models. CoRR abs/2103.04557 (2021) - 2020
- [i10]Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher:
Inference in Multi-Layer Networks with Matrix-Valued Unknowns. CoRR abs/2001.09396 (2020) - [i9]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Generalization Error of Generalized Linear Models in High Dimensions. CoRR abs/2005.00180 (2020) - [i8]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Alyson K. Fletcher, Sundeep Rangan, Michael Trumpis, Brinnae Bent, Chia-Han Chiang, Jonathan Viventi:
Low-Rank Nonlinear Decoding of $μ$-ECoG from the Primary Auditory Cortex. CoRR abs/2005.05053 (2020) - 2019
- [i7]Parthe Pandit, Mojtaba Sahraee, Sundeep Rangan, Alyson K. Fletcher:
Asymptotics of MAP Inference in Deep Networks. CoRR abs/1903.01293 (2019) - [i6]Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher:
High-Dimensional Bernoulli Autoregressive Process with Long-Range Dependence. CoRR abs/1903.09631 (2019) - [i5]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher:
Input-Output Equivalence of Unitary and Contractive RNNs. CoRR abs/1910.13672 (2019) - [i4]Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher:
Inference with Deep Generative Priors in High Dimensions. CoRR abs/1911.03409 (2019) - 2017
- [i3]Mojtaba Sahraee-Ardakan, Mohsen Joneidi:
Joint Dictionary Learning for Example-based Image Super-resolution. CoRR abs/1701.03420 (2017) - [i2]Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Philip Schniter, Sundeep Rangan:
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems. CoRR abs/1706.06054 (2017) - 2016
- [i1]Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter:
Expectation Consistent Approximate Inference: Generalizations and Convergence. CoRR abs/1602.07795 (2016)
Coauthor Index
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