Arian Maleki

According to our database, Arian Maleki authored at least 81 papers between 2003 and 2024.

Collaborative distances:

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

2024

Toward Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems.

Junjie Ma, Ji Xu, Arian Maleki

IEEE Trans. Inf. Theory, January, 2024

Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise.

Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali

CoRR, 2024

2022

Compressed Sensing in the Presence of Speckle Noise.

Wenda Zhou, Shirin Jalali, Arian Maleki

IEEE Trans. Inf. Theory, 2022

2021

Mismatched Data Detection in Massive MU-MIMO.

Charles Jeon, Arian Maleki, Christoph Studer

IEEE Trans. Signal Process., 2021

Optimal Data Detection and Signal Estimation in Systems With Input Noise.

Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer

IEEE Trans. Signal Process., 2021

Consistent Risk Estimation in Moderately High-Dimensional Linear Regression.

Ji Xu, Arian Maleki, Kamiar Rahnama Rad, Daniel Hsu

IEEE Trans. Inf. Theory, 2021

Spectral Method for Phase Retrieval: An Expectation Propagation Perspective.

Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang

IEEE Trans. Inf. Theory, 2021

Impact of the Sensing Spectrum on Signal Recovery in Generalized Linear Models.

Junjie Ma, Ji Xu, Arian Maleki

CoRR, 2021

Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model.

Junjie Ma, Ji Xu, Arian Maleki

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices.

Rishabh Dudeja, Junjie Ma, Arian Maleki

IEEE Trans. Inf. Theory, 2020

Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices.

Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki

IEEE Trans. Inf. Theory, 2020

Using Black-Box Compression Algorithms for Phase Retrieval.

Milad Bakhshizadeh, Arian Maleki, Shirin Jalali

IEEE Trans. Inf. Theory, 2020

On the Gaussianity of Kolmogorov Complexity of Mixing Sequences.

Morgane Austern, Arian Maleki

IEEE Trans. Inf. Theory, 2020

Sharp Concentration Results for Heavy-Tailed Distributions.

Milad Bakhshizadeh, Arian Maleki, Victor H. de la Peña

CoRR, 2020

Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions.

Kamiar Rahnama Rad, Wenda Zhou, Arian Maleki

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Optimization-Based AMP for Phase Retrieval: The Impact of Initialization and $\ell_{2}$ Regularization.

Junjie Ma, Ji Xu, Arian Maleki

IEEE Trans. Inf. Theory, 2019

Does SLOPE outperform bridge regression?

Shuaiwen Wang, Haolei Weng, Arian Maleki

CoRR, 2019

Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices.

Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki

CoRR, 2019

Consistent Risk Estimation in High-Dimensional Linear Regression.

Ji Xu, Arian Maleki, Kamiar Rahnama Rad

CoRR, 2019

2018

Optimal Data Detection in Large MIMO.

Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer

CoRR, 2018

Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems.

Shuaiwen Wang, Wenda Zhou, Arian Maleki, Haihao Lu, Vahab S. Mirrokni

CoRR, 2018

Optimization-based AMP for Phase Retrieval: The Impact of Initialization and 𝓁₂-regularization.

Junjie Ma, Ji Xu, Arian Maleki

CoRR, 2018

Benefits of over-parameterization with EM.

Ji Xu, Daniel J. Hsu, Arian Maleki

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Compressive Phase Retrieval of Structured Signals.

Milad Bakhshizadeh, Arian Maleki, Shirin Jalali

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions.

Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni

Proceedings of the 35th International Conference on Machine Learning, 2018

Approximate message passing for amplitude based optimization.

Junjie Ma, Ji Xu, Arian Maleki

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Does ℓ_p-Minimization Outperform ℓ₁-Minimization?

Le Zheng, Arian Maleki, Haolei Weng, Xiaodong Wang, Teng Long

IEEE Trans. Inf. Theory, 2017

ℓ_p-Based complex approximate message passing with application to sparse stepped frequency radar.

Le Zheng, Quanhua Liu, Xiaodong Wang, Arian Maleki

Signal Process., 2017

Compressive Phase Retrieval of Structured Signal.

Milad Bakhshizadeh, Arian Maleki, Shirin Jalali

CoRR, 2017

Low noise sensitivity analysis of Lq-minimization in oversampled systems.

Haolei Weng, Arian Maleki

CoRR, 2017

Which bridge estimator is optimal for variable selection?

Shuaiwen Wang, Haolei Weng, Arian Maleki

CoRR, 2017

An efficient algorithm for compression-based compressed sensing.

Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra

CoRR, 2017

Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems.

Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Compressed sensing of compressible signals.

Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Moving beyond sparsity by transferring expert knowledge.

Arian Maleki

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

VLSI design of a nonparametric equalizer for massive MU-MIMO.

Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

From Denoising to Compressed Sensing.

Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk

IEEE Trans. Inf. Theory, 2016

Overcoming The Limitations of Phase Transition by Higher Order Analysis of Regularization Techniques.

Haolei Weng, Arian Maleki, Le Zheng

CoRR, 2016

New approach to Bayesian high-dimensional linear regression.

Shirin Jalali, Arian Maleki

CoRR, 2016

Global Analysis of Expectation Maximization for Mixtures of Two Gaussians.

Ji Xu, Daniel J. Hsu, Arian Maleki

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1.

Haolei Weng, Le Zheng, Arian Maleki, Xiaodong Wang

Proceedings of the IEEE International Symposium on Information Theory, 2016

On the performance of mismatched data detection in large MIMO systems.

Charles Jeon, Arian Maleki, Christoph Studer

Proceedings of the IEEE International Symposium on Information Theory, 2016

BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising.

Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Does ℓ_p-minimization outperform ℓ₁-minimization?

Le Zheng, Arian Maleki, Xiaodong Wang, Teng Long

CoRR, 2015

Consistent Parameter Estimation for LASSO and Approximate Message Passing.

Ali Mousavi, Arian Maleki, Richard G. Baraniuk

CoRR, 2015

Optimality of large MIMO detection via approximate message passing.

Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer

Proceedings of the IEEE International Symposium on Information Theory, 2015

BM3D-AMP: A new image recovery algorithm based on BM3D denoising.

Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Optimal large-MIMO data detection with transmit impairments.

Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Minimum Complexity Pursuit for Universal Compressed Sensing.

Shirin Jalali, Arian Maleki, Richard G. Baraniuk

IEEE Trans. Inf. Theory, 2014

2013

Design and Analysis of Compressed Sensing Radar Detectors.

Laura Anitori, Arian Maleki, Matern Otten, Richard G. Baraniuk, Peter Hoogeboom

IEEE Trans. Signal Process., 2013

Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP).

Arian Maleki, Laura Anitori, Zai Yang, Richard G. Baraniuk

IEEE Trans. Inf. Theory, 2013

Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals

Armeen Taeb, Arian Maleki, Christoph Studer, Richard G. Baraniuk

CoRR, 2013

Parameterless Optimal Approximate Message Passing.

Ali Mousavi, Arian Maleki, Richard G. Baraniuk

CoRR, 2013

Asymptotic Analysis of LASSOs Solution Path with Implications for Approximate Message Passing.

Ali Mousavi, Arian Maleki, Richard G. Baraniuk

CoRR, 2013

From compression to compressed sensing.

Shirin Jalali, Arian Maleki

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Compressive sensing radar: Simulation and experiments for target detection.

Laura Anitori, Wim Van Rossum, Matern Otten, Arian Maleki, Richard G. Baraniuk

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Rate-Distortion Analysis of Directional Wavelets.

Arian Maleki, Boshra Rajaei, Hamid Reza Pourreza

IEEE Trans. Image Process., 2012

VLSI Design of Approximate Message Passing for Signal Restoration and Compressive Sensing.

Patrick Maechler, Christoph Studer, David E. Bellasi, Arian Maleki, Andreas Burg, Norbert Felber, Hubert Kaeslin, Richard G. Baraniuk

IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation.

Benjamin T. Rolfs, Bala Rajaratnam, Dominique Guillot, Ian Wong, Arian Maleki

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Minimum complexity pursuit: Stability analysis.

Shirin Jalali, Arian Maleki, Richard G. Baraniuk

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011

The Noise-Sensitivity Phase Transition in Compressed Sensing.

David L. Donoho, Arian Maleki, Andrea Montanari

IEEE Trans. Inf. Theory, 2011

Anisotropic Nonlocal Means Denoising

Arian Maleki, Manjari Narayan, Richard G. Baraniuk

CoRR, 2011

Compressed Sensing over ℓ_p-balls: Minimax Mean Square Error

David L. Donoho, Iain M. Johnstone, Arian Maleki, Andrea Montanari

CoRR, 2011

Least favorable compressed sensing problems for first-order methods.

Arian Maleki, Richard G. Baraniuk

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Compressed Sensing over ℓ^p-balls: Minimax mean square error.

David L. Donoho, Iain M. Johnstone, Arian Maleki, Andrea Montanari

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Rate-distortion improvement of directional wavelets by megablocking.

Arian Maleki, Boshra Rajaei, Hamid Reza Pourreza

Proceedings of the IEEE International Conference on Acoustics, 2011

Suboptimality of nonlocal means on images with sharp edges.

Arian Maleki, Manjari Narayan, Richard G. Baraniuk

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Minimum complexity pursuit.

Shirin Jalali, Arian Maleki

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Optimally Tuned Iterative Reconstruction Algorithms for Compressed Sensing.

Arian Maleki, David L. Donoho

IEEE J. Sel. Top. Signal Process., 2010

Analysis of approximate message passing algorithm.

Arian Maleki, Andrea Montanari

Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

2009

Reproducible Research in Computational Harmonic Analysis.

David L. Donoho, Arian Maleki, Inam Ur Rahman, Morteza Shahram, Victoria Stodden

Comput. Sci. Eng., 2009

Message Passing Algorithms for Compressed Sensing: II. Analysis and Validation

David L. Donoho, Arian Maleki, Andrea Montanari

CoRR, 2009

Message Passing Algorithms for Compressed Sensing: I. Motivation and Construction

David L. Donoho, Arian Maleki, Andrea Montanari

CoRR, 2009

Message Passing Algorithms for Compressed Sensing

David L. Donoho, Arian Maleki, Andrea Montanari

CoRR, 2009

Coherence analysis of iterative thresholding algorithms.

Arian Maleki

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

Geodesic K-means clustering.

Nima Asgharbeygi, Arian Maleki

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A near optimal coder for image geometry with adaptive partitioning.

Arian Maleki, Morteza Shahram, Gunnar E. Carlsson

Proceedings of the International Conference on Image Processing, 2008

ε-entropy of piecewise polynomial functions and tree partitioning compression.

Arian Maleki, Gunnar E. Carlsson

Proceedings of the IEEE International Conference on Acoustics, 2008

A Coherent and Heterogeneous Approach to Clustering.

Arian Maleki, Nima Asgharbeygi

Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2008

2005

Adaptive Wavelet Transform for Image Compression via Directional Quincunx Lifting.

Chuo-Ling Chang, Arian Maleki, Bernd Girod

Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

2003

A new efficient PNLMS based algorithm for adaptive line echo cancellation.

Arian Maleki, Kambiz Nayebi

Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003