Mojtaba Sahraee-Ardakan

28 papers A* 5A 1B 1Misc 1Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Geometry of Noise: Why Diffusion Models Don't Need Noise Conditioning. CoRR Mojtaba Sahraee-Ardakan, Mauricio Delbracio, Peyman Milanfar
2025	J	`jnl`	Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration. CoRR Yuyang Hu, Kangfu Mei, Mojtaba Sahraee-Ardakan, Ulugbek S. Kamilov, Peyman Milanfar, Mauricio Delbracio
2025	J	`jnl`	Learning from a Generative Oracle: Domain Adaptation for Restoration. CoRR Yuyang Hu, Mojtaba Sahraee-Ardakan, Arpit Bansal, Kangfu Mei, Christian Qi, Peyman Milanfar, Mauricio Delbracio
2022	—	`—`	Estimation and Inference in High-dimensional Models Mojtaba Sahraee-Ardakan
2022	J	`jnl`	Kernel Methods and Multi-layer Perceptrons Learn Linear Models in High Dimensions. CoRR Mojtaba Sahraee-Ardakan, Melikasadat Emami, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
2021	A*	`conf`	Asymptotics of Ridge Regression in Convolutional Models. ICML Mojtaba Sahraee-Ardakan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Sundeep Rangan, Alyson K. Fletcher
2021	J	`jnl`	Asymptotics of Ridge Regression in Convolutional Models. CoRR Mojtaba Sahraee-Ardakan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Sundeep Rangan, Alyson K. Fletcher
2021	A*	`conf`	Implicit Bias of Linear RNNs. ICML Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
2021	J	`jnl`	Implicit Bias of Linear RNNs. CoRR Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
2020	A*	`conf`	Generalization Error of Generalized Linear Models in High Dimensions. ICML Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
2020	J	`jnl`	Generalization Error of Generalized Linear Models in High Dimensions. CoRR Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
2020	J	`jnl`	Generalized Autoregressive Linear Models for Discrete High-Dimensional Data. IEEE J. Sel. Areas Inf. Theory Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher
2020	J	`jnl`	Inference With Deep Generative Priors in High Dimensions. IEEE J. Sel. Areas Inf. Theory Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher
2020	J	`jnl`	Inference in Multi-Layer Networks with Matrix-Valued Unknowns. CoRR Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher
2020	J	`jnl`	Low-Rank Nonlinear Decoding of $μ$-ECoG from the Primary Auditory Cortex. CoRR Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Alyson K. Fletcher, Sundeep Rangan, Michael Trumpis, Brinnae Bent, Chia-Han Chiang, Jonathan Viventi
2020	A*	`conf`	Matrix Inference and Estimation in Multi-Layer Models. NeurIPS Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher
2019	J	`jnl`	High-Dimensional Bernoulli Autoregressive Process with Long-Range Dependence. CoRR Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher
2019	J	`jnl`	Inference with Deep Generative Priors in High Dimensions. CoRR Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher
2019	A*	`conf`	Input-Output Equivalence of Unitary and Contractive RNNs. NeurIPS Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher
2019	J	`jnl`	Input-Output Equivalence of Unitary and Contractive RNNs. CoRR Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher
2019	A	`conf`	Sparse Multivariate Bernoulli Processes in High Dimensions. AISTATS Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher
2017	Misc	`conf`	Estimation and learning of Dynamic Nonlinear Networks (DyNNets). ICASSP Mojtaba Sahraee-Ardakan, Alyson K. Fletcher
2017	J	`jnl`	Joint Dictionary Learning for Example-based Image Super-resolution. CoRR Mojtaba Sahraee-Ardakan, Mohsen Joneidi
2017	—	`conf`	Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems. NIPS Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter
2017	J	`jnl`	Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems. CoRR Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Philip Schniter, Sundeep Rangan
2016	J	`jnl`	Expectation Consistent Approximate Inference: Generalizations and Convergence. CoRR Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter
2016	B	`conf`	Expectation consistent approximate inference: Generalizations and convergence. ISIT Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter
2014	—	`conf`	A study on clustering-based image denoising: From global clustering to local grouping. EUSIPCO Mohsen Joneidi, Mostafa Sadeghi, Mojtaba Sahraee-Ardakan, Massoud Babaie-Zadeh, Christian Jutten