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 (EUSIPCO, 2014)

Expectation consistent approximate inference: Generalizations and convergence. - Alyson K. Fletcher; Mojtaba Sahraee-Ardakan; Sundeep Rangan; Philip Schniter (ISIT, 2016)

Estimation and learning of Dynamic Nonlinear Networks (DyNNets). - Mojtaba Sahraee-Ardakan; Alyson K. Fletcher (ICASSP, 2017)

Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems. - Alyson K. Fletcher; Mojtaba Sahraee-Ardakan; Sundeep Rangan; Philip Schniter (NIPS, 2017)

Joint Dictionary Learning for Example-based Image Super-resolution. - Mojtaba Sahraee-Ardakan; Mohsen Joneidi (CoRR, 2017)

Sparse Multivariate Bernoulli Processes in High Dimensions. - Parthe Pandit; Mojtaba Sahraee-Ardakan; Arash A. Amini; Sundeep Rangan; Alyson K. Fletcher (AISTATS, 2019)

Asymptotics of MAP Inference in Deep Networks. - Parthe Pandit; Mojtaba Sahraee; Sundeep Rangan; Alyson K. Fletcher (ISIT, 2019)

Input-Output Equivalence of Unitary and Contractive RNNs. - Melikasadat Emami; Mojtaba Sahraee-Ardakan; Sundeep Rangan; Alyson K. Fletcher (NeurIPS, 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)

Generalization Error of Generalized Linear Models in High Dimensions. - Melikasadat Emami; Mojtaba Sahraee-Ardakan; Parthe Pandit; Sundeep Rangan; Alyson K. Fletcher (ICML, 2020)

Matrix Inference and Estimation in Multi-Layer Models. - Parthe Pandit; Mojtaba Sahraee-Ardakan; Sundeep Rangan; Philip Schniter; Alyson K. Fletcher (NeurIPS, 2020)

Inference in Multi-Layer Networks with Matrix-Valued Unknowns. - Parthe Pandit; Mojtaba Sahraee-Ardakan; Sundeep Rangan; Philip Schniter; Alyson K. Fletcher (CoRR, 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)

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)

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)

Implicit Bias of Linear RNNs. - Melikasadat Emami; Mojtaba Sahraee-Ardakan; Parthe Pandit; Sundeep Rangan; Alyson K. Fletcher (ICML, 2021)

Asymptotics of Ridge Regression in Convolutional Models. - Mojtaba Sahraee-Ardakan; Tung Mai; Anup B. Rao; Ryan A. Rossi; Sundeep Rangan; Alyson K. Fletcher (ICML, 2021)

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)

Estimation and Inference in High-dimensional Models - Mojtaba Sahraee-Ardakan (2022)

Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration. - Yuyang Hu; Kangfu Mei; Mojtaba Sahraee-Ardakan; Ulugbek S. Kamilov; Peyman Milanfar; Mauricio Delbracio (CoRR, 2025)