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ORCIDArian Maleki
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- affiliation: Columbia University, USA
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2020 – today
- 2024
[j23]Junjie Ma
, Ji Xu, Arian Maleki:
Toward Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems. IEEE Trans. Inf. Theory 70(1): 482-508 (2024)- [j22]Yilin Guo, Haolei Weng, Arian Maleki:
Signal-to-Noise Ratio Aware Minimaxity and Higher-Order Asymptotics. IEEE Trans. Inf. Theory 70(5): 3538-3566 (2024) - [c37]Arnab Auddy, Haolin Zou, Kamiar Rahnama Rad, Arian Maleki:
Approximate Leave-one-out Cross Validation for Regression with ℓ1 Regularizers. AISTATS 2024: 2377-2385 - [c36]Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali:
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. ICML 2024 - [i51]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 abs/2402.15635 (2024) - [i50]Reihaneh Malekian, Arian Maleki:
Is speckle noise more challenging to mitigate than additive noise? CoRR abs/2409.16585 (2024) - 2022
- [j21]Wenda Zhou, Shirin Jalali, Arian Maleki:
Compressed Sensing in the Presence of Speckle Noise. IEEE Trans. Inf. Theory 68(10): 6964-6980 (2022) - 2021
- [j20]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): 1332-1355 (2021) - [j19]Ji Xu, Arian Maleki, Kamiar Rahnama Rad, Daniel Hsu:
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression. IEEE Trans. Inf. Theory 67(9): 5997-6030 (2021) - [j18]Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer:
Optimal Data Detection and Signal Estimation in Systems With Input Noise. IEEE Trans. Signal Process. 69: 5105-5119 (2021) - [j17]Charles Jeon, Arian Maleki, Christoph Studer:
Mismatched Data Detection in Massive MU-MIMO. IEEE Trans. Signal Process. 69: 6071-6082 (2021) - [c35]Junjie Ma, Ji Xu, Arian Maleki:
Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model. NeurIPS 2021: 22601-22613 - [i49]Wenda Zhou, Shirin Jalali, Arian Maleki:
Compressed sensing in the presence of speckle noise. CoRR abs/2108.00329 (2021) - [i48]Junjie Ma, Ji Xu, Arian Maleki:
Impact of the Sensing Spectrum on Signal Recovery in Generalized Linear Models. CoRR abs/2111.03237 (2021) - 2020
- [j16]Morgane Austern, Arian Maleki:
On the Gaussianity of Kolmogorov Complexity of Mixing Sequences. IEEE Trans. Inf. Theory 66(2): 1232-1247 (2020) - [j15]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): 5182-5203 (2020) - [j14]Milad Bakhshizadeh, Arian Maleki, Shirin Jalali:
Using Black-Box Compression Algorithms for Phase Retrieval. IEEE Trans. Inf. Theory 66(12): 7978-8001 (2020) - [j13]Rishabh Dudeja, Junjie Ma, Arian Maleki:
Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices. IEEE Trans. Inf. Theory 66(12): 8002-8045 (2020) - [c34]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: 4067-4077 - [i47]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 abs/2003.01770 (2020) - [i46]Milad Bakhshizadeh, Arian Maleki, Victor H. de la Peña:
Sharp Concentration Results for Heavy-Tailed Distributions. CoRR abs/2003.13819 (2020) - [i45]Charles Jeon, Arian Maleki, Christoph Studer:
Mismatched Data Detection in Massive MU-MIMO. CoRR abs/2007.06491 (2020)
2010 – 2019
- 2019
- [j12]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): 3600-3629 (2019) - [i44]Ji Xu, Arian Maleki, Kamiar Rahnama Rad:
Consistent Risk Estimation in High-Dimensional Linear Regression. CoRR abs/1902.01753 (2019) - [i43]Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang:
Spectral Method for Phase Retrieval: an Expectation Propagation Perspective. CoRR abs/1903.02505 (2019) - [i42]Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki:
Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices. CoRR abs/1903.02676 (2019) - [i41]Shuaiwen Wang, Haolei Weng, Arian Maleki:
Does SLOPE outperform bridge regression? CoRR abs/1909.09345 (2019) - 2018
- [c33]Junjie Ma, Ji Xu, Arian Maleki:
Approximate message passing for amplitude based optimization. ICML 2018: 3371-3380 - [c32]Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni:
Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. ICML 2018: 5215-5224 - [c31]Milad Bakhshizadeh, Arian Maleki, Shirin Jalali:
Compressive Phase Retrieval of Structured Signals. ISIT 2018: 2291-2295 - [c30]Ji Xu, Daniel J. Hsu, Arian Maleki:
Benefits of over-parameterization with EM. NeurIPS 2018: 10685-10695 - [i40]Junjie Ma, Ji Xu, Arian Maleki:
Optimization-based AMP for Phase Retrieval: The Impact of Initialization and 𝓁2-regularization. CoRR abs/1801.01170 (2018) - [i39]Junjie Ma, Ji Xu, Arian Maleki:
Approximate Message Passing for Amplitude Based Optimization. CoRR abs/1806.03276 (2018) - [i38]Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni:
Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. CoRR abs/1807.02694 (2018) - [i37]Shuaiwen Wang, Wenda Zhou, Arian Maleki, Haihao Lu, Vahab S. Mirrokni:
Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems. CoRR abs/1810.02716 (2018) - [i36]Ji Xu, Daniel Hsu, Arian Maleki:
Benefits of over-parameterization with EM. CoRR abs/1810.11344 (2018) - [i35]Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer:
Optimal Data Detection in Large MIMO. CoRR abs/1811.01917 (2018) - 2017
- [j11]Le Zheng, Quanhua Liu, Xiaodong Wang, Arian Maleki:
ℓp-Based complex approximate message passing with application to sparse stepped frequency radar. Signal Process. 134: 249-260 (2017) - [j10]Le Zheng, Arian Maleki, Haolei Weng, Xiaodong Wang, Teng Long:
Does ℓp-Minimization Outperform ℓ1-Minimization? IEEE Trans. Inf. Theory 63(11): 6896-6935 (2017) - [c29]Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer:
VLSI design of a nonparametric equalizer for massive MU-MIMO. ACSSC 2017: 1504-1508 - [c28]Arian Maleki:
Moving beyond sparsity by transferring expert knowledge. CISS 2017: 1 - [c27]Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer:
Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems. ISIT 2017: 2118-2122 - [c26]Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra:
Compressed sensing of compressible signals. ISIT 2017: 2158-2162 - [i34]Morgane Austern, Arian Maleki:
On the Gaussianity of Kolmogorov Complexity of Mixing Sequences. CoRR abs/1702.01317 (2017) - [i33]Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra:
An efficient algorithm for compression-based compressed sensing. CoRR abs/1704.01992 (2017) - [i32]Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer:
Optimally-Tuned Nonparametric Linear Equalization for Massive MU-MIMO Systems. CoRR abs/1705.02985 (2017) - [i31]Haolei Weng, Arian Maleki:
Low noise sensitivity analysis of Lq-minimization in oversampled systems. CoRR abs/1705.03533 (2017) - [i30]Shuaiwen Wang, Haolei Weng, Arian Maleki:
Which bridge estimator is optimal for variable selection? CoRR abs/1705.08617 (2017) - [i29]Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer:
VLSI Design of a Nonparametric Equalizer for Massive MU-MIMO. CoRR abs/1711.10446 (2017) - [i28]Milad Bakhshizadeh, Arian Maleki, Shirin Jalali:
Compressive Phase Retrieval of Structured Signal. CoRR abs/1712.03278 (2017) - 2016
- [j9]Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk:
From Denoising to Compressed Sensing. IEEE Trans. Inf. Theory 62(9): 5117-5144 (2016) - [c25]Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk:
BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising. ICIP 2016: 2504-2508 - [c24]Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk:
BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising. ICME Workshops 2016: 1-2 - [c23]Charles Jeon, Arian Maleki, Christoph Studer:
On the performance of mismatched data detection in large MIMO systems. ISIT 2016: 180-184 - [c22]Haolei Weng, Le Zheng, Arian Maleki, Xiaodong Wang:
Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1. ISIT 2016: 675-679 - [c21]Ji Xu, Daniel J. Hsu, Arian Maleki:
Global Analysis of Expectation Maximization for Mixtures of Two Gaussians. NIPS 2016: 2676-2684 - [i27]Haolei Weng, Arian Maleki, Le Zheng:
Overcoming The Limitations of Phase Transition by Higher Order Analysis of Regularization Techniques. CoRR abs/1603.07377 (2016) - [i26]Charles Jeon, Arian Maleki, Christoph Studer:
On the Performance of Mismatched Data Detection in Large MIMO Systems. CoRR abs/1605.02324 (2016) - [i25]Shirin Jalali, Arian Maleki:
New approach to Bayesian high-dimensional linear regression. CoRR abs/1607.02613 (2016) - [i24]Ji Xu, Daniel J. Hsu, Arian Maleki:
Global analysis of Expectation Maximization for mixtures of two Gaussians. CoRR abs/1608.07630 (2016) - 2015
- [c20]Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer:
Optimal large-MIMO data detection with transmit impairments. Allerton 2015: 1211-1218 - [c19]Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk:
BM3D-AMP: A new image recovery algorithm based on BM3D denoising. ICIP 2015: 3116-3120 - [c18]Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer:
Optimality of large MIMO detection via approximate message passing. ISIT 2015: 1227-1231 - [i23]Le Zheng, Arian Maleki, Xiaodong Wang, Teng Long:
Does ℓp-minimization outperform ℓ1-minimization? CoRR abs/1501.03704 (2015) - [i22]Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer:
Optimality of Large MIMO Detection via Approximate Message Passing. CoRR abs/1510.06095 (2015) - [i21]Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer:
Optimal Large-MIMO Data Detection with Transmit Impairments. CoRR abs/1510.06097 (2015) - [i20]Ali Mousavi, Arian Maleki, Richard G. Baraniuk:
Consistent Parameter Estimation for LASSO and Approximate Message Passing. CoRR abs/1511.01017 (2015) - 2014
- [j8]Shirin Jalali, Arian Maleki, Richard G. Baraniuk:
Minimum Complexity Pursuit for Universal Compressed Sensing. IEEE Trans. Inf. Theory 60(4): 2253-2268 (2014) - [i19]Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk:
From Denoising to Compressed Sensing. CoRR abs/1406.4175 (2014) - 2013
- [j7]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): 4290-4308 (2013) - [j6]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): 813-827 (2013) - [c17]Laura Anitori, Wim Van Rossum, Matern Otten, Arian Maleki, Richard G. Baraniuk:
Compressive sensing radar: Simulation and experiments for target detection. EUSIPCO 2013: 1-5 - [c16]Shirin Jalali, Arian Maleki:
From compression to compressed sensing. ISIT 2013: 111-115 - [i18]Armeen Taeb, Arian Maleki, Christoph Studer, Richard G. Baraniuk:
Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals. CoRR abs/1303.2389 (2013) - [i17]Ali Mousavi, Arian Maleki, Richard G. Baraniuk:
Asymptotic Analysis of LASSOs Solution Path with Implications for Approximate Message Passing. CoRR abs/1309.5979 (2013) - [i16]Ali Mousavi, Arian Maleki, Richard G. Baraniuk:
Parameterless Optimal Approximate Message Passing. CoRR abs/1311.0035 (2013) - 2012
- [j5]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): 579-590 (2012) - [j4]Arian Maleki, Boshra Rajaei, Hamid Reza Pourreza:
Rate-Distortion Analysis of Directional Wavelets. IEEE Trans. Image Process. 21(2): 588-600 (2012) - [c15]Shirin Jalali, Arian Maleki, Richard G. Baraniuk:
Minimum complexity pursuit: Stability analysis. ISIT 2012: 1857-1861 - [c14]Benjamin T. Rolfs, Bala Rajaratnam, Dominique Guillot, Ian Wong, Arian Maleki:
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation. NIPS 2012: 1583-1591 - [i15]Shirin Jalali, Arian Maleki, Richard G. Baraniuk:
Minimum Complexity Pursuit: Stability Analysis. CoRR abs/1205.4673 (2012) - [i14]Shirin Jalali, Arian Maleki, Richard G. Baraniuk:
Minimum Complexity Pursuit for Universal Compressed Sensing. CoRR abs/1208.5814 (2012) - [i13]Dominique Guillot, Bala Rajaratnam, Benjamin T. Rolfs, Arian Maleki, Ian Wong:
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation. CoRR abs/1211.2532 (2012) - [i12]Shirin Jalali, Arian Maleki:
From compression to compressed sensing. CoRR abs/1212.4210 (2012) - 2011
- [j3]David L. Donoho, Arian Maleki, Andrea Montanari:
The Noise-Sensitivity Phase Transition in Compressed Sensing. IEEE Trans. Inf. Theory 57(10): 6920-6941 (2011) - [c13]Arian Maleki, Manjari Narayan, Richard G. Baraniuk:
Suboptimality of nonlocal means on images with sharp edges. Allerton 2011: 299-305 - [c12]Shirin Jalali, Arian Maleki:
Minimum complexity pursuit. Allerton 2011: 1764-1770 - [c11]Arian Maleki, Boshra Rajaei, Hamid Reza Pourreza:
Rate-distortion improvement of directional wavelets by megablocking. ICASSP 2011: 801-804 - [c10]David L. Donoho, Iain M. Johnstone, Arian Maleki, Andrea Montanari:
Compressed Sensing over ℓp-balls: Minimax mean square error. ISIT 2011: 129-133 - [c9]Arian Maleki, Richard G. Baraniuk:
Least favorable compressed sensing problems for first-order methods. ISIT 2011: 134-138 - [i11]David L. Donoho, Iain M. Johnstone, Arian Maleki, Andrea Montanari:
Compressed Sensing over ℓp-balls: Minimax Mean Square Error. CoRR abs/1103.1943 (2011) - [i10]Arian Maleki, Laura Anitori, Zai Yang, Richard G. Baraniuk:
Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP). CoRR abs/1108.0477 (2011) - [i9]Shirin Jalali, Arian Maleki:
Minimum Complexity Pursuit. CoRR abs/1110.3561 (2011) - [i8]Arian Maleki, Manjari Narayan, Richard G. Baraniuk:
Suboptimality of Nonlocal Means for Images with Sharp Edges. CoRR abs/1111.5867 (2011) - [i7]Arian Maleki, Manjari Narayan, Richard G. Baraniuk:
Anisotropic Nonlocal Means Denoising. CoRR abs/1112.0311 (2011) - 2010
- [j2]Arian Maleki, David L. Donoho:
Optimally Tuned Iterative Reconstruction Algorithms for Compressed Sensing. IEEE J. Sel. Top. Signal Process. 4(2): 330-341 (2010) - [c8]Arian Maleki, Andrea Montanari:
Analysis of approximate message passing algorithm. CISS 2010: 1-7 - [i6]David L. Donoho, Arian Maleki, Andrea Montanari:
The Noise-Sensitivity Phase Transition in Compressed Sensing. CoRR abs/1004.1218 (2010)
2000 – 2009
- 2009
- [j1]David L. Donoho, Arian Maleki, Inam Ur Rahman, Morteza Shahram, Victoria Stodden:
Reproducible Research in Computational Harmonic Analysis. Comput. Sci. Eng. 11(1): 8-18 (2009) - [c7]Arian Maleki:
Coherence analysis of iterative thresholding algorithms. Allerton 2009: 236-243 - [i5]Arian Maleki:
Coherence Analysis of Iterative Thresholding Algorithms. CoRR abs/0904.1193 (2009) - [i4]David L. Donoho, Arian Maleki, Andrea Montanari:
Message Passing Algorithms for Compressed Sensing. CoRR abs/0907.3574 (2009) - [i3]Arian Maleki, David L. Donoho:
Optimally Tuned Iterative Reconstruction Algorithms for Compressed Sensing. CoRR abs/0909.0777 (2009) - [i2]David L. Donoho, Arian Maleki, Andrea Montanari:
Message Passing Algorithms for Compressed Sensing: I. Motivation and Construction. CoRR abs/0911.4219 (2009) - [i1]David L. Donoho, Arian Maleki, Andrea Montanari:
Message Passing Algorithms for Compressed Sensing: II. Analysis and Validation. CoRR abs/0911.4222 (2009) - 2008
- [c6]Arian Maleki, Nima Asgharbeygi:
A Coherent and Heterogeneous Approach to Clustering. Artificial Intelligence and Pattern Recognition 2008: 146-152 - [c5]Arian Maleki, Gunnar E. Carlsson:
ε-entropy of piecewise polynomial functions and tree partitioning compression. ICASSP 2008: 1181-1184 - [c4]Arian Maleki, Morteza Shahram, Gunnar E. Carlsson:
A near optimal coder for image geometry with adaptive partitioning. ICIP 2008: 1061-1064 - [c3]Nima Asgharbeygi, Arian Maleki:
Geodesic K-means clustering. ICPR 2008: 1-4 - 2005
- [c2]Chuo-Ling Chang, Arian Maleki, Bernd Girod:
Adaptive Wavelet Transform for Image Compression via Directional Quincunx Lifting. MMSP 2005: 1-4 - 2003
- [c1]Arian Maleki, Kambiz Nayebi:
A new efficient PNLMS based algorithm for adaptive line echo cancellation. ISSPA (2) 2003: 555-558
Coauthor Index
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