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Classification of Data Generated by Gaussian Mixture Models Using Deep
ReLU Networks

Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks

Journal of machine learning research (JMLR), 2023

15 August 2023

ArXiv (abs)PDF HTML Github

Papers citing "Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks"

4 / 4 papers shown

Optimal Classification-based Anomaly Detection with Neural Networks:
Theory and Practice

Optimal Classification-based Anomaly Detection with Neural Networks: Theory and Practice

Xiaoming Huo

312

2

0

13 Sep 2024

Generalization analysis with deep ReLU networks for metric and
similarity learning

Generalization analysis with deep ReLU networks for metric and similarity learning

273

3

0

10 May 2024

A Survey on Statistical Theory of Deep Learning: Approximation, Training
Dynamics, and Generative Models

A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative ModelsAnnual Review of Statistics and Its Application (ARSIA), 2024

492

23

0

14 Jan 2024

Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets

Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets

Pulkit Gopalani

Anirbit Mukherjee

335

3

0

17 Sep 2023

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