A new efficient PNLMS based algorithm for adaptive line echo cancellation. - Arian Maleki; Kambiz Nayebi (ISSPA (2), 2003)

Adaptive Wavelet Transform for Image Compression via Directional Quincunx Lifting. - Chuo-Ling Chang; Arian Maleki; Bernd Girod (MMSP, 2005)

A Coherent and Heterogeneous Approach to Clustering. - Arian Maleki; Nima Asgharbeygi (Artificial Intelligence and Pattern Recognition, 2008)

ε-entropy of piecewise polynomial functions and tree partitioning compression. - Arian Maleki; Gunnar E. Carlsson (ICASSP, 2008)

A near optimal coder for image geometry with adaptive partitioning. - Arian Maleki; Morteza Shahram; Gunnar E. Carlsson (ICIP, 2008)

Geodesic K-means clustering. - Nima Asgharbeygi; Arian Maleki (ICPR, 2008)

Coherence analysis of iterative thresholding algorithms. - Arian Maleki (Allerton, 2009)

Message Passing Algorithms for Compressed Sensing - 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: II. Analysis and Validation - David L. Donoho; Arian Maleki; Andrea Montanari (CoRR, 2009)

Reproducible Research in Computational Harmonic Analysis. - David L. Donoho; Arian Maleki; Inam Ur Rahman; Morteza Shahram; Victoria Stodden (Comput. Sci. Eng., 2009)

Analysis of approximate message passing algorithm. - Arian Maleki; Andrea Montanari (CISS, 2010)

Optimally Tuned Iterative Reconstruction Algorithms for Compressed Sensing. - Arian Maleki; David L. Donoho (IEEE J. Sel. Top. Signal Process., 2010)

Minimum complexity pursuit. - Shirin Jalali; Arian Maleki (Allerton, 2011)

Suboptimality of nonlocal means on images with sharp edges. - Arian Maleki; Manjari Narayan; Richard G. Baraniuk (Allerton, 2011)

Rate-distortion improvement of directional wavelets by megablocking. - Arian Maleki; Boshra Rajaei; Hamid Reza Pourreza (ICASSP, 2011)

Compressed Sensing over ℓp-balls: Minimax mean square error. - David L. Donoho; Iain M. Johnstone; Arian Maleki; Andrea Montanari (ISIT, 2011)

Least favorable compressed sensing problems for first-order methods. - Arian Maleki; Richard G. Baraniuk (ISIT, 2011)

Compressed Sensing over ℓp-balls: Minimax Mean Square Error - David L. Donoho; Iain M. Johnstone; Arian Maleki; Andrea Montanari (CoRR, 2011)

Anisotropic Nonlocal Means Denoising - Arian Maleki; Manjari Narayan; Richard G. Baraniuk (CoRR, 2011)

The Noise-Sensitivity Phase Transition in Compressed Sensing. - David L. Donoho; Arian Maleki; Andrea Montanari (IEEE Trans. Inf. Theory, 2011)

Minimum complexity pursuit: Stability analysis. - Shirin Jalali; Arian Maleki; Richard G. Baraniuk (ISIT, 2012)

Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation. - Benjamin T. Rolfs; Bala Rajaratnam; Dominique Guillot; Ian Wong; Arian Maleki (NIPS, 2012)

VLSI Design of Approximate Message Passing for Signal Restoration and Compressive Sensing. - Patrick Maechler; Christoph Studer; David E. Bellasi; Arian Maleki; Andreas Burg 001; Norbert Felber; Hubert Kaeslin; Richard G. Baraniuk (IEEE J. Emerg. Sel. Topics Circuits Syst., 2012)

Rate-Distortion Analysis of Directional Wavelets. - Arian Maleki; Boshra Rajaei; Hamid Reza Pourreza (IEEE Trans. Image Process., 2012)

Compressive sensing radar: Simulation and experiments for target detection. - Laura Anitori; Wim Van Rossum; Matern Otten; Arian Maleki; Richard G. Baraniuk (EUSIPCO, 2013)

From compression to compressed sensing. - Shirin Jalali; Arian Maleki (ISIT, 2013)

Asymptotic Analysis of LASSOs Solution Path with Implications for Approximate Message Passing. - Ali Mousavi 003; Arian Maleki; Richard G. Baraniuk (CoRR, 2013)

Parameterless Optimal Approximate Message Passing. - Ali Mousavi 003; Arian Maleki; Richard G. Baraniuk (CoRR, 2013)

Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals - Armeen Taeb; Arian Maleki; Christoph Studer; Richard G. Baraniuk (CoRR, 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)

Design and Analysis of Compressed Sensing Radar Detectors. - Laura Anitori; Arian Maleki; Matern Otten; Richard G. Baraniuk; Peter Hoogeboom (IEEE Trans. Signal Process., 2013)

Minimum Complexity Pursuit for Universal Compressed Sensing. - Shirin Jalali; Arian Maleki; Richard G. Baraniuk (IEEE Trans. Inf. Theory, 2014)

Optimal large-MIMO data detection with transmit impairments. - Ramina Ghods; Charles Jeon; Arian Maleki; Christoph Studer (Allerton, 2015)

BM3D-AMP: A new image recovery algorithm based on BM3D denoising. - Christopher A. Metzler; Arian Maleki; Richard G. Baraniuk (ICIP, 2015)

Optimality of large MIMO detection via approximate message passing. - Charles Jeon; Ramina Ghods; Arian Maleki; Christoph Studer (ISIT, 2015)

Consistent Parameter Estimation for LASSO and Approximate Message Passing. - Ali Mousavi 003; Arian Maleki; Richard G. Baraniuk (CoRR, 2015)

Does ℓp-minimization outperform ℓ1-minimization? - Le Zheng; Arian Maleki; Xiaodong Wang 001; Teng Long 001 (CoRR, 2015)

BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising. - Christopher A. Metzler; Arian Maleki; Richard G. Baraniuk (ICME Workshops, 2016)

On the performance of mismatched data detection in large MIMO systems. - Charles Jeon; Arian Maleki; Christoph Studer (ISIT, 2016)

Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1. - Haolei Weng; Le Zheng; Arian Maleki; Xiaodong Wang 001 (ISIT, 2016)

Global Analysis of Expectation Maximization for Mixtures of Two Gaussians. - Ji Xu 003; Daniel J. Hsu; Arian Maleki (NIPS, 2016)

New approach to Bayesian high-dimensional linear regression. - Shirin Jalali; Arian Maleki (CoRR, 2016)

Overcoming The Limitations of Phase Transition by Higher Order Analysis of Regularization Techniques. - Haolei Weng; Arian Maleki; Le Zheng (CoRR, 2016)

From Denoising to Compressed Sensing. - Christopher A. Metzler; Arian Maleki; Richard G. Baraniuk (IEEE Trans. Inf. Theory, 2016)

VLSI design of a nonparametric equalizer for massive MU-MIMO. - Charles Jeon; Gulnar Mirza; Ramina Ghods; Arian Maleki; Christoph Studer (ACSSC, 2017)

Moving beyond sparsity by transferring expert knowledge. - Arian Maleki (CISS, 2017)

Compressed sensing of compressible signals. - Sajjad Beygi; Shirin Jalali; Arian Maleki; Urbashi Mitra (ISIT, 2017)

Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems. - Ramina Ghods; Charles Jeon; Gulnar Mirza; Arian Maleki; Christoph Studer (ISIT, 2017)

An efficient algorithm for compression-based compressed sensing. - Sajjad Beygi; Shirin Jalali; Arian Maleki; Urbashi Mitra (CoRR, 2017)

Which bridge estimator is optimal for variable selection? - Shuaiwen Wang; Haolei Weng; Arian Maleki (CoRR, 2017)

Low noise sensitivity analysis of Lq-minimization in oversampled systems. - Haolei Weng; Arian Maleki (CoRR, 2017)

Compressive Phase Retrieval of Structured Signal. - Milad Bakhshizadeh; Arian Maleki; Shirin Jalali (CoRR, 2017)

ℓp-Based complex approximate message passing with application to sparse stepped frequency radar. - Le Zheng; Quanhua Liu 002; Xiaodong Wang 001; Arian Maleki (Signal Process., 2017)

Does ℓp-Minimization Outperform ℓ1-Minimization? - Le Zheng; Arian Maleki; Haolei Weng; Xiaodong Wang 001; Teng Long 001 (IEEE Trans. Inf. Theory, 2017)

Approximate message passing for amplitude based optimization. - Junjie Ma 001; Ji Xu 003; Arian Maleki (ICML, 2018)

Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. - Shuaiwen Wang; Wenda Zhou; Haihao Lu; Arian Maleki; Vahab S. Mirrokni (ICML, 2018)

Compressive Phase Retrieval of Structured Signals. - Milad Bakhshizadeh; Arian Maleki; Shirin Jalali (ISIT, 2018)

Benefits of over-parameterization with EM. - Ji Xu 003; Daniel J. Hsu; Arian Maleki (NeurIPS, 2018)

Optimization-based AMP for Phase Retrieval: The Impact of Initialization and 𝓁2-regularization. - Junjie Ma 001; Ji Xu 003; Arian Maleki (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)

Optimal Data Detection in Large MIMO. - Charles Jeon; Ramina Ghods; Arian Maleki; Christoph Studer (CoRR, 2018)

Consistent Risk Estimation in High-Dimensional Linear Regression. - Ji Xu 003; Arian Maleki; Kamiar Rahnama Rad (CoRR, 2019)

Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices. - Rishabh Dudeja; Milad Bakhshizadeh; Junjie Ma 001; Arian Maleki (CoRR, 2019)

Does SLOPE outperform bridge regression? - Shuaiwen Wang; Haolei Weng; Arian Maleki (CoRR, 2019)

Optimization-Based AMP for Phase Retrieval: The Impact of Initialization and $ ell_{2}$ Regularization. - Junjie Ma 001; Ji Xu 003; Arian Maleki (IEEE Trans. Inf. Theory, 2019)

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 (AISTATS, 2020)

Sharp Concentration Results for Heavy-Tailed Distributions. - Milad Bakhshizadeh; Arian Maleki; Victor H. de la Peña (CoRR, 2020)

On the Gaussianity of Kolmogorov Complexity of Mixing Sequences. - Morgane Austern; 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)

Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices. - Rishabh Dudeja; Milad Bakhshizadeh; Junjie Ma 001; Arian Maleki (IEEE Trans. Inf. Theory, 2020)

Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices. - Rishabh Dudeja; Junjie Ma 001; Arian Maleki (IEEE Trans. Inf. Theory, 2020)

Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model. - Junjie Ma 001; Ji Xu 003; Arian Maleki (NeurIPS, 2021)

Impact of the Sensing Spectrum on Signal Recovery in Generalized Linear Models. - Junjie Ma 001; Ji Xu 003; Arian Maleki (CoRR, 2021)

Spectral Method for Phase Retrieval: An Expectation Propagation Perspective. - Junjie Ma 001; Rishabh Dudeja; Ji Xu 003; Arian Maleki; Xiaodong Wang 001 (IEEE Trans. Inf. Theory, 2021)

Consistent Risk Estimation in Moderately High-Dimensional Linear Regression. - Ji Xu 003; Arian Maleki; Kamiar Rahnama Rad; Daniel Hsu 001 (IEEE Trans. Inf. Theory, 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)

Mismatched Data Detection in Massive MU-MIMO. - Charles Jeon; Arian Maleki; Christoph Studer (IEEE Trans. Signal Process., 2021)

Compressed Sensing in the Presence of Speckle Noise. - Wenda Zhou; Shirin Jalali; Arian Maleki (IEEE Trans. Inf. Theory, 2022)

Approximate Leave-one-out Cross Validation for Regression with ℓ1 Regularizers. - Arnab Auddy; Haolin Zou; Kamiar Rahnama Rad; Arian Maleki (AISTATS, 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 (ICML, 2024)

Is speckle noise more challenging to mitigate than additive noise? - Reihaneh Malekian; Arian Maleki (CoRR, 2024)

Toward Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems. - Junjie Ma 001; Ji Xu 003; Arian Maleki (IEEE Trans. Inf. Theory, 2024)

Signal-to-Noise Ratio Aware Minimaxity and Higher-Order Asymptotics. - Yilin Guo; Haolei Weng; Arian Maleki (IEEE Trans. Inf. Theory, 2024)

Approximate Leave-One-Out Cross Validation for Regression With ℓ₁ Regularizers. - Arnab Auddy; Haolin Zou; Kamiar Rahnama Rad; Arian Maleki (IEEE Trans. Inf. Theory, 2024)

Corrections to "Compressed Sensing in the Presence of Speckle Noise". - Wenda Zhou; Shirin Jalali; Arian Maleki (IEEE Trans. Inf. Theory, 2024)

Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings. - Haolin Zou; Arnab Auddy; Kamiar Rahnama Rad; Arian Maleki (AISTATS, 2025)

Monte-Carlo Based Efficient Image Reconstruction in Coherent Imaging With Speckle Noise. - Xi Chen; Christopher A. Metzler; Arian Maleki; Shirin Jalali (ISBI, 2025)

Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems. - Eric Chen; Xi Chen; Arian Maleki; Shirin Jalali (CoRR, 2025)

Phase Transitions in Phase-Only Compressed Sensing. - Junren Chen; Lexiao Lai; Arian Maleki (CoRR, 2025)

Certified Data Removal Under High-dimensional Settings. - Haolin Zou; Arnab Auddy; Yongchan Kwon; Kamiar Rahnama Rad; Arian Maleki (CoRR, 2025)

Multilook Coherent Imaging: Theoretical Guarantees and Algorithms. - Xi Chen; Soham Jana; Christopher A. Metzler; Arian Maleki; Shirin Jalali (CoRR, 2025)

Newfluence: Boosting Model interpretability and Understanding in High Dimensions. - Haolin Zou; Arnab Auddy; Yongchan Kwon; Kamiar Rahnama Rad; Arian Maleki (CoRR, 2025)

Is Speckle Noise More Challenging to Mitigate Than Additive Noise? - Reihaneh Malekian; Hao Xing; Arian Maleki (IEEE Trans. Inf. Theory, 2025)