Hung-Hsu Chou

activity

20122026

most citedOptimal Correlation Estimators for Quantized Signals

4 citations · 8 across the 9 of their papers we have counts for

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2 papers · 1 filter

cs.IT2026

Compressive Sensing - Introduction and Relations to Deep Learning

Hung-Hsu Chou, Johannes Maly, Holger Rauhut

Compressive sensing predicts that sparse vectors (signals) can be recovered from a small number of linear measurements via efficient algorithms. This finding, which dates back two…

cs.IT2025

Fast One-Pass Sparse Approximation of the Top Eigenvectors of Huge Approximately Low-Rank Matrices? Yes, $M A M^{*}$ !

Edem Boahen, Simone Brugiapaglia, Hung-Hsu Chou +2

Motivated by applications such as sparse PCA, in this paper we present provably-accurate one-pass algorithms for the sparse approximation of the top eigenvectors of extremely massi…

Compressive Sensing - Introduction and Relations to Deep Learning

Fast One-Pass Sparse Approximation of the Top Eigenvectors of Huge Approximately Low-Rank Matrices? Yes, MAM∗!

Fast One-Pass Sparse Approximation of the Top Eigenvectors of Huge Approximately Low-Rank Matrices? Yes, $M A M^{*}$ !