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Sharp Guarantees for Solving Random Equations with One-Bit Information
v1v2 (latest)

Sharp Guarantees for Solving Random Equations with One-Bit Information

Allerton Conference on Communication, Control, and Computing (Allerton), 2019
12 August 2019
Hossein Taheri
Ramtin Pedarsani
Christos Thrampoulidis
ArXiv (abs)PDFHTML

Papers citing "Sharp Guarantees for Solving Random Equations with One-Bit Information"

5 / 5 papers shown
The Performance Analysis of Generalized Margin Maximizer (GMM) on
  Separable Data
The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable DataInternational Conference on Machine Learning (ICML), 2020
Fariborz Salehi
Ehsan Abbasi
B. Hassibi
203
19
0
29 Oct 2020
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in
  High Dimensions
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions
Hossein Taheri
Ramtin Pedarsani
Christos Thrampoulidis
343
29
0
16 Jun 2020
Sharp Asymptotics and Optimal Performance for Inference in Binary Models
Sharp Asymptotics and Optimal Performance for Inference in Binary ModelsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Hossein Taheri
Ramtin Pedarsani
Christos Thrampoulidis
299
29
0
17 Feb 2020
Analytic Study of Double Descent in Binary Classification: The Impact of
  Loss
Analytic Study of Double Descent in Binary Classification: The Impact of LossInternational Symposium on Information Theory (ISIT), 2020
Ganesh Ramachandra Kini
Christos Thrampoulidis
261
56
0
30 Jan 2020
A Model of Double Descent for High-dimensional Binary Linear
  Classification
A Model of Double Descent for High-dimensional Binary Linear ClassificationInformation and Inference A Journal of the IMA (JIII), 2019
Zeyu Deng
A. Kammoun
Christos Thrampoulidis
393
159
0
13 Nov 2019
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