Mojtaba Sahraee-Ardakan

According to our database, Mojtaba Sahraee-Ardakan authored at least 19 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Estimation and Inference in High-dimensional Models

Mojtaba Sahraee-Ardakan

PhD thesis, 2022

Kernel Methods and Multi-layer Perceptrons Learn Linear Models in High Dimensions.

Mojtaba Sahraee-Ardakan, Melikasadat Emami, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher

CoRR, 2022

2021

Asymptotics of Ridge Regression in Convolutional Models.

Mojtaba Sahraee-Ardakan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Sundeep Rangan, Alyson K. Fletcher

Proceedings of the 38th International Conference on Machine Learning, 2021

Implicit Bias of Linear RNNs.

Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Inference With Deep Generative Priors in High Dimensions.

Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher

IEEE J. Sel. Areas Inf. Theory, 2020

Generalized Autoregressive Linear Models for Discrete High-Dimensional Data.

Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher

IEEE J. Sel. Areas Inf. Theory, 2020

Low-Rank Nonlinear Decoding of $μ$-ECoG from the Primary Auditory Cortex.

Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Alyson K. Fletcher, Sundeep Rangan, Michael Trumpis, Brinnae Bent, Chia-Han Chiang, Jonathan Viventi

CoRR, 2020

Inference in Multi-Layer Networks with Matrix-Valued Unknowns.

Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher

CoRR, 2020

Matrix Inference and Estimation in Multi-Layer Models.

Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Generalization Error of Generalized Linear Models in High Dimensions.

Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

High-Dimensional Bernoulli Autoregressive Process with Long-Range Dependence.

Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher

CoRR, 2019

Input-Output Equivalence of Unitary and Contractive RNNs.

Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Asymptotics of MAP Inference in Deep Networks.

Parthe Pandit, Mojtaba Sahraee, Sundeep Rangan, Alyson K. Fletcher

Proceedings of the IEEE International Symposium on Information Theory, 2019

Sparse Multivariate Bernoulli Processes in High Dimensions.

Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2017

Joint Dictionary Learning for Example-based Image Super-resolution.

Mojtaba Sahraee-Ardakan, Mohsen Joneidi

CoRR, 2017

Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems.

Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Estimation and learning of Dynamic Nonlinear Networks (DyNNets).

Mojtaba Sahraee-Ardakan, Alyson K. Fletcher

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Expectation consistent approximate inference: Generalizations and convergence.

Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter

Proceedings of the IEEE International Symposium on Information Theory, 2016

2014

A study on clustering-based image denoising: From global clustering to local grouping.

Mohsen Joneidi, Mostafa Sadeghi, Mojtaba Sahraee-Ardakan, Massoud Babaie-Zadeh, Christian Jutten

Proceedings of the 22nd European Signal Processing Conference, 2014