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Arian Maleki
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- affiliation: Columbia University, USA
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2020 – today
- 2024
- [j23]Junjie Ma
, Ji Xu
Toward Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems. IEEE Trans. Inf. Theory 70(1): 482-508 (2024) - [j22]Yilin Guo
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
Compressed Sensing in the Presence of Speckle Noise. IEEE Trans. Inf. Theory 68(10): 6964-6980 (2022) - 2021
- [j20]Junjie Ma
Spectral Method for Phase Retrieval: An Expectation Propagation Perspective. IEEE Trans. Inf. Theory 67(2): 1332-1355 (2021) - [j19]Ji Xu
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression. IEEE Trans. Inf. Theory 67(9): 5997-6030 (2021) - [j18]Ramina Ghods
Optimal Data Detection and Signal Estimation in Systems With Input Noise. IEEE Trans. Signal Process. 69: 5105-5119 (2021) - [j17]Charles Jeon
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
On the Gaussianity of Kolmogorov Complexity of Mixing Sequences. IEEE Trans. Inf. Theory 66(2): 1232-1247 (2020) - [j15]Rishabh Dudeja
Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices. IEEE Trans. Inf. Theory 66(8): 5182-5203 (2020) - [j14]Milad Bakhshizadeh
Using Black-Box Compression Algorithms for Phase Retrieval. IEEE Trans. Inf. Theory 66(12): 7978-8001 (2020) - [j13]Rishabh Dudeja
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
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
Does ℓp-Minimization Outperform ℓ1-Minimization? IEEE Trans. Inf. Theory 63(11): 6896-6935 (2017) - [c29]Charles Jeon, Gulnar Mirza, Ramina Ghods
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
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
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
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
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
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
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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