Ashkan Esmaeili | DeepAI

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∙ 06/20/2021

Generative Model Adversarial Training for Deep Compressed Sensing

Deep compressed sensing assumes the data has sparse representation in a ...

0 Ashkan Esmaeili, et al. ∙

∙ 06/13/2021

Two-way Spectrum Pursuit for CUR Decomposition and Its Application in Joint Column/Row Subset Selection

The problem of simultaneous column and row subset selection is addressed...

0 Ashkan Esmaeili, et al. ∙

∙ 03/19/2021

LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack

We propose LSDAT, an image-agnostic decision-based black-box attack that...

0 Ashkan Esmaeili, et al. ∙

∙ 11/16/2018

A Novel Approach to Sparse Inverse Covariance Estimation Using Transform Domain Updates and Exponentially Adaptive Thresholding

Sparse Inverse Covariance Estimation (SICE) is useful in many practical ...

0 Ashkan Esmaeili, et al. ∙

∙ 10/29/2018

A Novel Approach to Quantized Matrix Completion Using Huber Loss Measure

In this paper, we introduce a novel and robust approach to Quantized Mat...

0 Ashkan Esmaeili, et al. ∙

∙ 10/07/2018

Recovering Quantized Data with Missing Information Using Bilinear Factorization and Augmented Lagrangian Method

In this paper, we propose a novel approach in order to recover a quantiz...

0 Ashkan Esmaeili, et al. ∙

∙ 05/19/2018

Transduction with Matrix Completion Using Smoothed Rank Function

In this paper, we propose two new algorithms for transduction with Matri...

0 Ashkan Esmaeili, et al. ∙

∙ 04/07/2017

OBTAIN: Real-Time Beat Tracking in Audio Signals

In this paper, we design a system in order to perform the real-time beat...

0 Ali Mottaghi, et al. ∙

∙ 01/03/2017

New Methods of Enhancing Prediction Accuracy in Linear Models with Missing Data

In this paper, prediction for linear systems with missing information is...

0 Mohammad Amin Fakharian, et al. ∙

∙ 06/26/2016

Fast Methods for Recovering Sparse Parameters in Linear Low Rank Models

In this paper, we investigate the recovery of a sparse weight vector (pa...

0 Ashkan Esmaeili, et al. ∙

∙ 06/12/2016

Comparison of Several Sparse Recovery Methods for Low Rank Matrices with Random Samples

In this paper, we will investigate the efficacy of IMAT (Iterative Metho...

0 Ashkan Esmaeili, et al. ∙

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