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Mostafa Rahmani
Mostafa Rahmani
Machine Learning Scientist, Amazon AI
Verified email at Knights.ucf.edu
Title
Cited by
Cited by
Year
Coherence pursuit: Fast, simple, and robust principal component analysis
M Rahmani, G Atia
ICML - International Conference on Machine Learning, 2018
1342018
High Dimensional Low Rank plus Sparse Matrix Decomposition
M Rahmani, G Atia
ICML - International Conference on Machine Learning, 2017
111*2017
Randomized Robust Subspace Recovery and Outlier Detection for High Dimensional Data Matrices
M Rahmani, G Atia
IEEE Transactions on Signal Processing, 2016
682016
Innovation Pursuit: A New Approach to Data Clustering
M Rahmani, G Atia
IEEE Transactions on Signal Processing, 2018
52*2018
Outlier detection and robust PCA using a convex measure of innovation*
M Rahmani, P Li
NIPS 2019, 2019
19*2019
Robust and rapid converging adaptive beamforming via a subspace method for the signal-plus-interferences covariance matrix estimation
M Rahmani, MH Bastani
IET 8 (5), 507-520, 2015
192015
A Direction Search and Spectral Clustering Based Approach to Subspace Clustering
M Rahmani, G Atia
IEEE Signal Processing Letters, 2017
17*2017
Sparsity-based error detection in DC power flow state estimation
MH Amini, M Rahmani, KG Boroojeni, G Atia, SS Iyengar, O Karabasoglu
IEEE, 2016
172016
A Sparse Representation-Based Approach to Linear Regression with Partially Shuffled Labels
M Slawski, M Rahmani, P Li
UAI 2019, 2019
162019
Subspace Clustering via Optimal Direction Search
M Rahmani, GK Atia
IEEE Signal Processing Letters, 2017
162017
Spatial Random Sampling: A Structure-Preserving Data Sketching Tool
M Rahmani, G Atia
IEEE Signal Processing Letters, 2017
162017
Innovation Pursuit: A New Approach to the Subspace Clustering Problem
M Rahmani, G Atia
ICML 2017 - International Conference on Machine Learning, 2874-2882, 2017
152017
Robust and Scalable Column/Row Sampling from Corrupted Big Data
M Rahmani, G Atia
ICCV - robust PCA workshop, 2016
122016
Scalable and Robust Community Detection with Randomized Sketching
M Rahmani, A Beckus, A Karimian, G Atia
IEEE Transactions on Signal Processing, 2020
102020
A subspace method for array covariance matrix estimation
M Rahmani, GK Atia
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016 IEEE, 1-5, 2016
92016
Two layers beamforming robust against direction-of-arrival mismatch
M Rahmani, MH Bastani, S Shahraini
IET Signal Processing 8 (1), 49-58, 2015
92015
A decentralized approach to robust subspace recovery
M Rahmani, GK Atia
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
62015
Randomized robust subspace recovery for big data
M Rahmani, GK Atia
2015 IEEE 25th International Workshop on Machine Learning for Signal …, 2015
62015
Closed-Form, Provable, and Robust PCA via Leverage Statistics and Innovation Search
M Rahmani, P Li
IEEE Transactions on Signal Processing, https://arxiv.org/abs/2106.12190, 2021
42021
Data Dropout in Arbitrary Basis for Deep Network Regularization
M Rahmani, G Atia
IEEE Asilomar, 2018, 2018
42018
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