Arian Maleki

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 65

Top Venues

CoRR

IEEE Trans. Inf. Theory

ISIT

AISTATS

Publications

Arnab Auddy, Haolin Zou, Kamiar Rahnama Rad, Arian Maleki
Regularizers. AISTATS (2024)
Yilin Guo, Haolei Weng, Arian Maleki
Signal-to-Noise Ratio Aware Minimaxity and Higher-Order Asymptotics. IEEE Trans. Inf. Theory 70 (5) (2024)
Junjie Ma, Ji Xu, Arian Maleki
Toward Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems. IEEE Trans. Inf. Theory 70 (1) (2024)
Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. CoRR (2024)
Wenda Zhou, Shirin Jalali, Arian Maleki
Compressed Sensing in the Presence of Speckle Noise. IEEE Trans. Inf. Theory 68 (10) (2022)
Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer
Optimal Data Detection and Signal Estimation in Systems With Input Noise. IEEE Trans. Signal Process. 69 (2021)
Wenda Zhou, Shirin Jalali, Arian Maleki
Compressed sensing in the presence of speckle noise. CoRR (2021)
Junjie Ma, Ji Xu, Arian Maleki
Impact of the Sensing Spectrum on Signal Recovery in Generalized Linear Models. CoRR (2021)
Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang
Spectral Method for Phase Retrieval: An Expectation Propagation Perspective. IEEE Trans. Inf. Theory 67 (2) (2021)
Junjie Ma, Ji Xu, Arian Maleki
Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model. NeurIPS (2021)
Ji Xu, Arian Maleki, Kamiar Rahnama Rad, Daniel Hsu
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression. IEEE Trans. Inf. Theory 67 (9) (2021)
Charles Jeon, Arian Maleki, Christoph Studer
Mismatched Data Detection in Massive MU-MIMO. IEEE Trans. Signal Process. 69 (2021)
Kamiar Rahnama Rad, Wenda Zhou, Arian Maleki
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions. CoRR (2020)
Kamiar Rahnama Rad, Wenda Zhou, Arian Maleki
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions. AISTATS (2020)
Morgane Austern, Arian Maleki
On the Gaussianity of Kolmogorov Complexity of Mixing Sequences. IEEE Trans. Inf. Theory 66 (2) (2020)
Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki
Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices. IEEE Trans. Inf. Theory 66 (8) (2020)
Milad Bakhshizadeh, Arian Maleki, Victor H. de la Peña
Sharp Concentration Results for Heavy-Tailed Distributions. CoRR (2020)
Rishabh Dudeja, Junjie Ma, Arian Maleki
Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices. IEEE Trans. Inf. Theory 66 (12) (2020)
Charles Jeon, Arian Maleki, Christoph Studer
Mismatched Data Detection in Massive MU-MIMO. CoRR (2020)
Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
Using Black-Box Compression Algorithms for Phase Retrieval. IEEE Trans. Inf. Theory 66 (12) (2020)
Junjie Ma, Ji Xu, Arian Maleki
Optimization-Based AMP for Phase Retrieval: The Impact of Initialization and $\ell_{2}$ Regularization. IEEE Trans. Inf. Theory 65 (6) (2019)
Shuaiwen Wang, Haolei Weng, Arian Maleki
Does SLOPE outperform bridge regression? CoRR (2019)
Ji Xu, Arian Maleki, Kamiar Rahnama Rad
Consistent Risk Estimation in High-Dimensional Linear Regression. CoRR (2019)
Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki
Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices. CoRR (2019)
Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang
Spectral Method for Phase Retrieval: an Expectation Propagation Perspective. CoRR (2019)
Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer
Optimal Data Detection in Large MIMO. CoRR (2018)
Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni
Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. CoRR (2018)
Ji Xu, Daniel Hsu, Arian Maleki
Benefits of over-parameterization with EM. CoRR (2018)
Shuaiwen Wang, Wenda Zhou, Arian Maleki, Haihao Lu, Vahab S. Mirrokni
Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems. CoRR (2018)
Junjie Ma, Ji Xu, Arian Maleki
-regularization. CoRR (2018)
Junjie Ma, Ji Xu, Arian Maleki
Approximate Message Passing for Amplitude Based Optimization. CoRR (2018)
Junjie Ma, Ji Xu, Arian Maleki
Approximate message passing for amplitude based optimization. ICML (2018)
Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
Compressive Phase Retrieval of Structured Signals. ISIT (2018)
Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni
Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. ICML (2018)
Ji Xu, Daniel J. Hsu, Arian Maleki
Benefits of over-parameterization with EM. NeurIPS (2018)
Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer
VLSI Design of a Nonparametric Equalizer for Massive MU-MIMO. CoRR (2017)
Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer
Optimally-Tuned Nonparametric Linear Equalization for Massive MU-MIMO Systems. CoRR (2017)
Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer
VLSI design of a nonparametric equalizer for massive MU-MIMO. ACSSC (2017)
Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
Compressive Phase Retrieval of Structured Signal. CoRR (2017)
Morgane Austern, Arian Maleki
On the Gaussianity of Kolmogorov Complexity of Mixing Sequences. CoRR (2017)
Haolei Weng, Arian Maleki
Low noise sensitivity analysis of Lq-minimization in oversampled systems. CoRR (2017)
Le Zheng, Quanhua Liu, Xiaodong Wang, Arian Maleki
-Based complex approximate message passing with application to sparse stepped frequency radar. Signal Process. 134 (2017)
Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra
An efficient algorithm for compression-based compressed sensing. CoRR (2017)
Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer
Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems. ISIT (2017)
Le Zheng, Arian Maleki, Haolei Weng, Xiaodong Wang, Teng Long
-Minimization? IEEE Trans. Inf. Theory 63 (11) (2017)
Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra
Compressed sensing of compressible signals. ISIT (2017)
Shuaiwen Wang, Haolei Weng, Arian Maleki
Which bridge estimator is optimal for variable selection? CoRR (2017)
Arian Maleki
Moving beyond sparsity by transferring expert knowledge. CISS (2017)
Haolei Weng, Le Zheng, Arian Maleki, Xiaodong Wang
Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1. ISIT (2016)
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
From Denoising to Compressed Sensing. IEEE Trans. Inf. Theory 62 (9) (2016)
Charles Jeon, Arian Maleki, Christoph Studer
On the performance of mismatched data detection in large MIMO systems. ISIT (2016)
Charles Jeon, Arian Maleki, Christoph Studer
On the Performance of Mismatched Data Detection in Large MIMO Systems. CoRR (2016)
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising. ICME Workshops (2016)
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising. ICIP (2016)
Ji Xu, Daniel J. Hsu, Arian Maleki
Global analysis of Expectation Maximization for mixtures of two Gaussians. CoRR (2016)
Haolei Weng, Arian Maleki, Le Zheng
Overcoming The Limitations of Phase Transition by Higher Order Analysis of Regularization Techniques. CoRR (2016)
Ji Xu, Daniel J. Hsu, Arian Maleki
Global Analysis of Expectation Maximization for Mixtures of Two Gaussians. NIPS (2016)
Shirin Jalali, Arian Maleki
New approach to Bayesian high-dimensional linear regression. CoRR (2016)
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
BM3D-AMP: A new image recovery algorithm based on BM3D denoising. ICIP (2015)
Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer
Optimality of Large MIMO Detection via Approximate Message Passing. CoRR (2015)
Ali Mousavi, Arian Maleki, Richard G. Baraniuk
Consistent Parameter Estimation for LASSO and Approximate Message Passing. CoRR (2015)
Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer
Optimality of large MIMO detection via approximate message passing. ISIT (2015)
Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer
Optimal large-MIMO data detection with transmit impairments. Allerton (2015)
Le Zheng, Arian Maleki, Xiaodong Wang, Teng Long
-minimization? CoRR (2015)
Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer
Optimal Large-MIMO Data Detection with Transmit Impairments. CoRR (2015)
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
From Denoising to Compressed Sensing. CoRR (2014)
Shirin Jalali, Arian Maleki, Richard G. Baraniuk
Minimum Complexity Pursuit for Universal Compressed Sensing. IEEE Trans. Inf. Theory 60 (4) (2014)
Arian Maleki, Laura Anitori, Zai Yang, Richard G. Baraniuk
Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP). IEEE Trans. Inf. Theory 59 (7) (2013)
Ali Mousavi, Arian Maleki, Richard G. Baraniuk
Asymptotic Analysis of LASSOs Solution Path with Implications for Approximate Message Passing. CoRR (2013)
Laura Anitori, Arian Maleki, Matern Otten, Richard G. Baraniuk, Peter Hoogeboom
Design and Analysis of Compressed Sensing Radar Detectors. IEEE Trans. Signal Process. 61 (4) (2013)
Armeen Taeb, Arian Maleki, Christoph Studer, Richard G. Baraniuk
Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals CoRR (2013)
Laura Anitori, W. Van Rossum, Matern Otten, Arian Maleki, Richard G. Baraniuk
Compressive sensing radar: Simulation and experiments for target detection. EUSIPCO (2013)
Ali Mousavi, Arian Maleki, Richard G. Baraniuk
Parameterless Optimal Approximate Message Passing. CoRR (2013)
Shirin Jalali, Arian Maleki
From compression to compressed sensing. ISIT (2013)
Shirin Jalali, Arian Maleki, Richard G. Baraniuk
Minimum Complexity Pursuit for Universal Compressed Sensing CoRR (2012)
Shirin Jalali, Arian Maleki, Richard G. Baraniuk
Minimum Complexity Pursuit: Stability Analysis CoRR (2012)
Benjamin T. Rolfs, Bala Rajaratnam, Dominique Guillot, Ian Wong, Arian Maleki
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation. NIPS (2012)
Dominique Guillot, Bala Rajaratnam, Benjamin T. Rolfs, Arian Maleki, Ian Wong
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation CoRR (2012)
Patrick Maechler, Christoph Studer, David E. Bellasi, Arian Maleki, Andreas Burg, Norbert Felber, Hubert Kaeslin, Richard G. Baraniuk
VLSI Design of Approximate Message Passing for Signal Restoration and Compressive Sensing. IEEE J. Emerg. Sel. Topics Circuits Syst. 2 (3) (2012)
Shirin Jalali, Arian Maleki, Richard G. Baraniuk
Minimum complexity pursuit: Stability analysis. ISIT (2012)
Shirin Jalali, Arian Maleki
From compression to compressed sensing CoRR (2012)
Arian Maleki, Boshra Rajaei, Hamid Reza Pourreza
Rate-Distortion Analysis of Directional Wavelets. IEEE Trans. Image Process. 21 (2) (2012)
Arian Maleki, Laura Anitori, Zai Yang, Richard G. Baraniuk
Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP) CoRR (2011)
Shirin Jalali, Arian Maleki
Minimum Complexity Pursuit CoRR (2011)
Arian Maleki, Richard G. Baraniuk
Least favorable compressed sensing problems for first-order methods. ISIT (2011)
Arian Maleki, Manjari Narayan, Richard G. Baraniuk
Suboptimality of Nonlocal Means for Images with Sharp Edges CoRR (2011)
Arian Maleki, Boshra Rajaei, Hamid Reza Pourreza
Rate-distortion improvement of directional wavelets by megablocking. ICASSP (2011)
David L. Donoho, Arian Maleki, Andrea Montanari
The Noise-Sensitivity Phase Transition in Compressed Sensing. IEEE Trans. Inf. Theory 57 (10) (2011)
Arian Maleki, Manjari Narayan, Richard G. Baraniuk
Suboptimality of nonlocal means on images with sharp edges. Allerton (2011)
David L. Donoho, Iain M. Johnstone, Arian Maleki, Andrea Montanari
-balls: Minimax Mean Square Error CoRR (2011)
Arian Maleki, Manjari Narayan, Richard G. Baraniuk
Anisotropic Nonlocal Means Denoising CoRR (2011)
Shirin Jalali, Arian Maleki
Minimum complexity pursuit. Allerton (2011)
David L. Donoho, Iain M. Johnstone, Arian Maleki, Andrea Montanari
-balls: Minimax mean square error. ISIT (2011)
David L. Donoho, Arian Maleki, Andrea Montanari
The Noise-Sensitivity Phase Transition in Compressed Sensing CoRR (2010)
Arian Maleki, David L. Donoho
Optimally Tuned Iterative Reconstruction Algorithms for Compressed Sensing. IEEE J. Sel. Top. Signal Process. 4 (2) (2010)
Arian Maleki, Andrea Montanari
Analysis of approximate message passing algorithm. CISS (2010)
Arian Maleki
Coherence Analysis of Iterative Thresholding Algorithms CoRR (2009)
David L. Donoho, Arian Maleki, Inam Ur Rahman, Morteza Shahram, Victoria Stodden
Reproducible Research in Computational Harmonic Analysis. Comput. Sci. Eng. 11 (1) (2009)
Arian Maleki
Coherence analysis of iterative thresholding algorithms. Allerton (2009)
David L. Donoho, Arian Maleki, Andrea Montanari
Message Passing Algorithms for Compressed Sensing: II. Analysis and Validation CoRR (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Arian Maleki