Arian Maleki - RankMe

129 papers A* 5A 3B 15C 1Misc 5Journal 89Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Imperfect Influence, Preserved Rankings: A Theory of TRAK for Data Attribution. CoRR Han Tong, Shubhangi Ghosh, Haolin Zou, Arian Maleki
2026	J	`jnl`	Monte Carlo Maximum Likelihood Reconstruction for Digital Holography with Speckle. CoRR Xi Chen, Arian Maleki, Shirin Jalali
2025	J	`jnl`	Certified Data Removal Under High-dimensional Settings. CoRR Haolin Zou, Arnab Auddy, Yongchan Kwon, Kamiar Rahnama Rad, Arian Maleki
2025	J	`jnl`	Certified Machine Unlearning Under High Dimensional Regime. J. Mach. Learn. Res. Haolin Zou, Arnab Auddy, Yongchan Kwon, Kamiar Rahnama Rad, Arian Maleki
2025	J	`jnl`	Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems. CoRR Eric Chen, Xi Chen, Arian Maleki, Shirin Jalali
2025	J	`jnl`	Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems. Entropy Yuxi Chen, Xi Chen, Arian Maleki, Shirin Jalali
2025	J	`jnl`	Gaussian Certified Unlearning in High Dimensions: A Hypothesis Testing Approach. CoRR Aaradhya Pandey, Arnab Auddy, Haolin Zou, Arian Maleki, Sanjeev Kulkarni
2025	J	`jnl`	Infinitely divisible privacy and beyond I: resolution of the s CoRR Aaradhya Pandey, Arian Maleki, Sanjeev R. Kulkarni
2025	J	`jnl`	Is Speckle Noise More Challenging to Mitigate Than Additive Noise? IEEE Trans. Inf. Theory Reihaneh Malekian, Hao Xing, Arian Maleki
2025	—	`conf`	Monte-Carlo Based Efficient Image Reconstruction in Coherent Imaging With Speckle Noise. ISBI Xi Chen, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2025	J	`jnl`	Multilook Coherent Imaging: Theoretical Guarantees and Algorithms. CoRR Xi Chen, Soham Jana, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2025	J	`jnl`	Newfluence: Boosting Model interpretability and Understanding in High Dimensions. CoRR Haolin Zou, Arnab Auddy, Yongchan Kwon, Kamiar Rahnama Rad, Arian Maleki
2025	B	`conf`	Phase Transitions in Phase-Only Compressed Sensing. ISIT Junren Chen, Lexiao Lai, Arian Maleki
2025	J	`jnl`	Phase Transitions in Phase-Only Compressed Sensing. CoRR Junren Chen, Lexiao Lai, Arian Maleki
2025	J	`jnl`	The fundamental limits of minimax risk for high-dimensional speckle noise model. CoRR Hao Xing, Soham Jana, Arian Maleki
2025	A	`conf`	Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings. AISTATS Haolin Zou, Arnab Auddy, Kamiar Rahnama Rad, Arian Maleki
2024	J	`jnl`	Approximate Leave-One-Out Cross Validation for Regression With ℓ₁ Regularizers. IEEE Trans. Inf. Theory Arnab Auddy, Haolin Zou, Kamiar Rahnama Rad, Arian Maleki
2024	A	`conf`	Approximate Leave-one-out Cross Validation for Regression with ℓ AISTATS Arnab Auddy, Haolin Zou, Kamiar Rahnama Rad, Arian Maleki
2024	A*	`conf`	Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. ICML Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2024	J	`jnl`	Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. CoRR Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2024	J	`jnl`	Corrections to "Compressed Sensing in the Presence of Speckle Noise". IEEE Trans. Inf. Theory Wenda Zhou, Shirin Jalali, Arian Maleki
2024	J	`jnl`	Is speckle noise more challenging to mitigate than additive noise? CoRR Reihaneh Malekian, Arian Maleki
2024	J	`jnl`	Signal-to-Noise Ratio Aware Minimaxity and Higher-Order Asymptotics. IEEE Trans. Inf. Theory Yilin Guo, Haolei Weng, Arian Maleki
2024	J	`jnl`	Toward Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems. IEEE Trans. Inf. Theory Junjie Ma, Ji Xu, Arian Maleki
2022	J	`jnl`	Compressed Sensing in the Presence of Speckle Noise. IEEE Trans. Inf. Theory Wenda Zhou, Shirin Jalali, Arian Maleki
2021	A*	`conf`	Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model. NeurIPS Junjie Ma, Ji Xu, Arian Maleki
2021	J	`jnl`	Compressed sensing in the presence of speckle noise. CoRR Wenda Zhou, Shirin Jalali, Arian Maleki
2021	J	`jnl`	Consistent Risk Estimation in Moderately High-Dimensional Linear Regression. IEEE Trans. Inf. Theory Ji Xu, Arian Maleki, Kamiar Rahnama Rad, Daniel Hsu
2021	J	`jnl`	Impact of the Sensing Spectrum on Signal Recovery in Generalized Linear Models. CoRR Junjie Ma, Ji Xu, Arian Maleki
2021	J	`jnl`	Mismatched Data Detection in Massive MU-MIMO. IEEE Trans. Signal Process. Charles Jeon, Arian Maleki, Christoph Studer
2021	J	`jnl`	Optimal Data Detection and Signal Estimation in Systems With Input Noise. IEEE Trans. Signal Process. Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer
2021	J	`jnl`	Spectral Method for Phase Retrieval: An Expectation Propagation Perspective. IEEE Trans. Inf. Theory Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang
2020	J	`jnl`	Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices. IEEE Trans. Inf. Theory Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki
2020	A	`conf`	Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions. AISTATS Kamiar Rahnama Rad, Wenda Zhou, Arian Maleki
2020	J	`jnl`	Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions. CoRR Kamiar Rahnama Rad, Wenda Zhou, Arian Maleki
2020	J	`jnl`	Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices. IEEE Trans. Inf. Theory Rishabh Dudeja, Junjie Ma, Arian Maleki
2020	J	`jnl`	Mismatched Data Detection in Massive MU-MIMO. CoRR Charles Jeon, Arian Maleki, Christoph Studer
2020	J	`jnl`	On the Gaussianity of Kolmogorov Complexity of Mixing Sequences. IEEE Trans. Inf. Theory Morgane Austern, Arian Maleki
2020	J	`jnl`	Sharp Concentration Results for Heavy-Tailed Distributions. CoRR Milad Bakhshizadeh, Arian Maleki, Victor H. de la Peña
2020	J	`jnl`	Using Black-Box Compression Algorithms for Phase Retrieval. IEEE Trans. Inf. Theory Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
2019	J	`jnl`	Consistent Risk Estimation in High-Dimensional Linear Regression. CoRR Ji Xu, Arian Maleki, Kamiar Rahnama Rad
2019	J	`jnl`	Does SLOPE outperform bridge regression? CoRR Shuaiwen Wang, Haolei Weng, Arian Maleki
2019	J	`jnl`	Optimization-Based AMP for Phase Retrieval: The Impact of Initialization and $\ell_{2}$ Regularization. IEEE Trans. Inf. Theory Junjie Ma, Ji Xu, Arian Maleki
2019	J	`jnl`	Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices. CoRR Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki
2019	J	`jnl`	Spectral Method for Phase Retrieval: an Expectation Propagation Perspective. CoRR Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang
2018	A*	`conf`	Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. ICML Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni
2018	J	`jnl`	Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. CoRR Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni
2018	J	`jnl`	Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems. CoRR Shuaiwen Wang, Wenda Zhou, Arian Maleki, Haihao Lu, Vahab S. Mirrokni
2018	J	`jnl`	Approximate Message Passing for Amplitude Based Optimization. CoRR Junjie Ma, Ji Xu, Arian Maleki
2018	A*	`conf`	Approximate message passing for amplitude based optimization. ICML Junjie Ma, Ji Xu, Arian Maleki
2018	A*	`conf`	Benefits of over-parameterization with EM. NeurIPS Ji Xu, Daniel J. Hsu, Arian Maleki
2018	J	`jnl`	Benefits of over-parameterization with EM. CoRR Ji Xu, Daniel Hsu, Arian Maleki
2018	B	`conf`	Compressive Phase Retrieval of Structured Signals. ISIT Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
2018	J	`jnl`	Optimal Data Detection in Large MIMO. CoRR Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer
2018	J	`jnl`	Optimization-based AMP for Phase Retrieval: The Impact of Initialization and 𝓁 CoRR Junjie Ma, Ji Xu, Arian Maleki
2017	J	`jnl`	An efficient algorithm for compression-based compressed sensing. CoRR Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra
2017	B	`conf`	Compressed sensing of compressible signals. ISIT Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra
2017	J	`jnl`	Compressive Phase Retrieval of Structured Signal. CoRR Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
2017	J	`jnl`	Does ℓ IEEE Trans. Inf. Theory Le Zheng, Arian Maleki, Haolei Weng, Xiaodong Wang, Teng Long
2017	J	`jnl`	Low noise sensitivity analysis of Lq-minimization in oversampled systems. CoRR Haolei Weng, Arian Maleki
2017	Misc	`conf`	Moving beyond sparsity by transferring expert knowledge. CISS Arian Maleki
2017	J	`jnl`	On the Gaussianity of Kolmogorov Complexity of Mixing Sequences. CoRR Morgane Austern, Arian Maleki
2017	J	`jnl`	Optimally-Tuned Nonparametric Linear Equalization for Massive MU-MIMO Systems. CoRR Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer
2017	B	`conf`	Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems. ISIT Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer
2017	J	`jnl`	VLSI Design of a Nonparametric Equalizer for Massive MU-MIMO. CoRR Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer
2017	Misc	`conf`	VLSI design of a nonparametric equalizer for massive MU-MIMO. ACSSC Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer
2017	J	`jnl`	Which bridge estimator is optimal for variable selection? CoRR Shuaiwen Wang, Haolei Weng, Arian Maleki
2017	J	`jnl`	ℓ Signal Process. Le Zheng, Quanhua Liu, Xiaodong Wang, Arian Maleki
2016	B	`conf`	BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising. ICIP Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
2016	—	`conf`	BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising. ICME Workshops Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
2016	J	`jnl`	From Denoising to Compressed Sensing. IEEE Trans. Inf. Theory Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
2016	—	`conf`	Global Analysis of Expectation Maximization for Mixtures of Two Gaussians. NIPS Ji Xu, Daniel J. Hsu, Arian Maleki
2016	J	`jnl`	Global analysis of Expectation Maximization for mixtures of two Gaussians. CoRR Ji Xu, Daniel J. Hsu, Arian Maleki
2016	J	`jnl`	New approach to Bayesian high-dimensional linear regression. CoRR Shirin Jalali, Arian Maleki
2016	J	`jnl`	On the Performance of Mismatched Data Detection in Large MIMO Systems. CoRR Charles Jeon, Arian Maleki, Christoph Studer
2016	B	`conf`	On the performance of mismatched data detection in large MIMO systems. ISIT Charles Jeon, Arian Maleki, Christoph Studer
2016	J	`jnl`	Overcoming The Limitations of Phase Transition by Higher Order Analysis of Regularization Techniques. CoRR Haolei Weng, Arian Maleki, Le Zheng
2016	B	`conf`	Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1. ISIT Haolei Weng, Le Zheng, Arian Maleki, Xiaodong Wang
2015	B	`conf`	BM3D-AMP: A new image recovery algorithm based on BM3D denoising. ICIP Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
2015	J	`jnl`	Consistent Parameter Estimation for LASSO and Approximate Message Passing. CoRR Ali Mousavi, Arian Maleki, Richard G. Baraniuk
2015	J	`jnl`	Does ℓ CoRR Le Zheng, Arian Maleki, Xiaodong Wang, Teng Long
2015	J	`jnl`	Optimal Large-MIMO Data Detection with Transmit Impairments. CoRR Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer
2015	—	`conf`	Optimal large-MIMO data detection with transmit impairments. Allerton Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer
2015	J	`jnl`	Optimality of Large MIMO Detection via Approximate Message Passing. CoRR Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer
2015	B	`conf`	Optimality of large MIMO detection via approximate message passing. ISIT Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer
2014	J	`jnl`	From Denoising to Compressed Sensing. CoRR Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
2014	J	`jnl`	Minimum Complexity Pursuit for Universal Compressed Sensing. IEEE Trans. Inf. Theory Shirin Jalali, Arian Maleki, Richard G. Baraniuk
2013	J	`jnl`	Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP). IEEE Trans. Inf. Theory Arian Maleki, Laura Anitori, Zai Yang, Richard G. Baraniuk
2013	J	`jnl`	Asymptotic Analysis of LASSOs Solution Path with Implications for Approximate Message Passing. CoRR Ali Mousavi, Arian Maleki, Richard G. Baraniuk
2013	—	`conf`	Compressive sensing radar: Simulation and experiments for target detection. EUSIPCO Laura Anitori, Wim Van Rossum, Matern Otten, Arian Maleki, Richard G. Baraniuk
2013	J	`jnl`	Design and Analysis of Compressed Sensing Radar Detectors. IEEE Trans. Signal Process. Laura Anitori, Arian Maleki, Matern Otten, Richard G. Baraniuk, Peter Hoogeboom
2013	B	`conf`	From compression to compressed sensing. ISIT Shirin Jalali, Arian Maleki
2013	J	`jnl`	Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals CoRR Armeen Taeb, Arian Maleki, Christoph Studer, Richard G. Baraniuk
2013	J	`jnl`	Parameterless Optimal Approximate Message Passing. CoRR Ali Mousavi, Arian Maleki, Richard G. Baraniuk
2012	J	`jnl`	From compression to compressed sensing CoRR Shirin Jalali, Arian Maleki
2012	J	`jnl`	Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation CoRR Dominique Guillot, Bala Rajaratnam, Benjamin T. Rolfs, Arian Maleki, Ian Wong
2012	—	`conf`	Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation. NIPS Benjamin T. Rolfs, Bala Rajaratnam, Dominique Guillot, Ian Wong, Arian Maleki
2012	J	`jnl`	Minimum Complexity Pursuit for Universal Compressed Sensing CoRR Shirin Jalali, Arian Maleki, Richard G. Baraniuk
2012	J	`jnl`	Minimum Complexity Pursuit: Stability Analysis CoRR Shirin Jalali, Arian Maleki, Richard G. Baraniuk
2012	B	`conf`	Minimum complexity pursuit: Stability analysis. ISIT Shirin Jalali, Arian Maleki, Richard G. Baraniuk
2012	J	`jnl`	Rate-Distortion Analysis of Directional Wavelets. IEEE Trans. Image Process. Arian Maleki, Boshra Rajaei, Hamid Reza Pourreza
2012	J	`jnl`	VLSI Design of Approximate Message Passing for Signal Restoration and Compressive Sensing. IEEE J. Emerg. Sel. Topics Circuits Syst. Patrick Maechler, Christoph Studer, David E. Bellasi, Arian Maleki, Andreas Burg, Norbert Felber, Hubert Kaeslin, Richard G. Baraniuk
2011	J	`jnl`	Anisotropic Nonlocal Means Denoising CoRR Arian Maleki, Manjari Narayan, Richard G. Baraniuk
2011	J	`jnl`	Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP) CoRR Arian Maleki, Laura Anitori, Zai Yang, Richard G. Baraniuk
2011	B	`conf`	Compressed Sensing over ℓ ISIT David L. Donoho, Iain M. Johnstone, Arian Maleki, Andrea Montanari
2011	J	`jnl`	Compressed Sensing over ℓ CoRR David L. Donoho, Iain M. Johnstone, Arian Maleki, Andrea Montanari
2011	B	`conf`	Least favorable compressed sensing problems for first-order methods. ISIT Arian Maleki, Richard G. Baraniuk
2011	J	`jnl`	Minimum Complexity Pursuit CoRR Shirin Jalali, Arian Maleki
2011	—	`conf`	Minimum complexity pursuit. Allerton Shirin Jalali, Arian Maleki
2011	Misc	`conf`	Rate-distortion improvement of directional wavelets by megablocking. ICASSP Arian Maleki, Boshra Rajaei, Hamid Reza Pourreza
2011	J	`jnl`	Suboptimality of Nonlocal Means for Images with Sharp Edges CoRR Arian Maleki, Manjari Narayan, Richard G. Baraniuk
2011	—	`conf`	Suboptimality of nonlocal means on images with sharp edges. Allerton Arian Maleki, Manjari Narayan, Richard G. Baraniuk
2011	J	`jnl`	The Noise-Sensitivity Phase Transition in Compressed Sensing. IEEE Trans. Inf. Theory David L. Donoho, Arian Maleki, Andrea Montanari
2010	Misc	`conf`	Analysis of approximate message passing algorithm. CISS Arian Maleki, Andrea Montanari
2010	J	`jnl`	Optimally Tuned Iterative Reconstruction Algorithms for Compressed Sensing. IEEE J. Sel. Top. Signal Process. Arian Maleki, David L. Donoho
2010	J	`jnl`	The Noise-Sensitivity Phase Transition in Compressed Sensing CoRR David L. Donoho, Arian Maleki, Andrea Montanari
2009	J	`jnl`	Coherence Analysis of Iterative Thresholding Algorithms CoRR Arian Maleki
2009	—	`conf`	Coherence analysis of iterative thresholding algorithms. Allerton Arian Maleki
2009	J	`jnl`	Message Passing Algorithms for Compressed Sensing CoRR David L. Donoho, Arian Maleki, Andrea Montanari
2009	J	`jnl`	Message Passing Algorithms for Compressed Sensing: I. Motivation and Construction CoRR David L. Donoho, Arian Maleki, Andrea Montanari
2009	J	`jnl`	Message Passing Algorithms for Compressed Sensing: II. Analysis and Validation CoRR David L. Donoho, Arian Maleki, Andrea Montanari
2009	J	`jnl`	Optimally Tuned Iterative Reconstruction Algorithms for Compressed Sensing CoRR Arian Maleki, David L. Donoho
2009	J	`jnl`	Reproducible Research in Computational Harmonic Analysis. Comput. Sci. Eng. David L. Donoho, Arian Maleki, Inam Ur Rahman, Morteza Shahram, Victoria Stodden
2008	—	`conf`	A Coherent and Heterogeneous Approach to Clustering. Artificial Intelligence and Pattern Recognition Arian Maleki, Nima Asgharbeygi
2008	B	`conf`	A near optimal coder for image geometry with adaptive partitioning. ICIP Arian Maleki, Morteza Shahram, Gunnar E. Carlsson
2008	B	`conf`	Geodesic K-means clustering. ICPR Nima Asgharbeygi, Arian Maleki
2008	Misc	`conf`	ε-entropy of piecewise polynomial functions and tree partitioning compression. ICASSP Arian Maleki, Gunnar E. Carlsson
2005	C	`conf`	Adaptive Wavelet Transform for Image Compression via Directional Quincunx Lifting. MMSP Chuo-Ling Chang, Arian Maleki, Bernd Girod
2003	—	`conf`	A new efficient PNLMS based algorithm for adaptive line echo cancellation. ISSPA (2) Arian Maleki, Kambiz Nayebi