Mojtaba Sahraee-Ardakan

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 23

Top Topics

Ridge Regression

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

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 (2022)
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)
Mojtaba Sahraee-Ardakan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Sundeep Rangan, Alyson K. Fletcher
Asymptotics of Ridge Regression in Convolutional Models. CoRR (2021)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
Implicit Bias of Linear RNNs. ICML (2021)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
Implicit Bias of Linear RNNs. CoRR (2021)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
Generalization Error of Generalized Linear Models in High Dimensions. CoRR (2020)
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 (2020)
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) (2020)
Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher
Matrix Inference and Estimation in Multi-Layer Models. NeurIPS (2020)
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) (2020)
Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher
Inference in Multi-Layer Networks with Matrix-Valued Unknowns. CoRR (2020)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
Generalization Error of Generalized Linear Models in High Dimensions. ICML (2020)
Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher
Sparse Multivariate Bernoulli Processes in High Dimensions. AISTATS (2019)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher
Input-Output Equivalence of Unitary and Contractive RNNs. NeurIPS (2019)
Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher
Inference with Deep Generative Priors in High Dimensions. CoRR (2019)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher
Input-Output Equivalence of Unitary and Contractive RNNs. CoRR (2019)
Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash A. Amini, Sundeep Rangan, Alyson K. Fletcher
High-Dimensional Bernoulli Autoregressive Process with Long-Range Dependence. CoRR (2019)
Mojtaba Sahraee-Ardakan, Alyson K. Fletcher
Estimation and learning of Dynamic Nonlinear Networks (DyNNets). ICASSP (2017)
Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems. NIPS (2017)
Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Philip Schniter, Sundeep Rangan
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems. CoRR (2017)
Mojtaba Sahraee-Ardakan, Mohsen Joneidi
Joint Dictionary Learning for Example-based Image Super-resolution. CoRR (2017)
Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter
Expectation consistent approximate inference: Generalizations and convergence. ISIT (2016)
Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter
Expectation Consistent Approximate Inference: Generalizations and Convergence. CoRR (2016)
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)