conftrace_

eigenvalue analysis

13 papers

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Co-occurring keywords

neural network (6616) random matrix theory (63) generative adversarial network (1944) signal detection (24) hypothesis testing (254) covariance matrix (101) convergence analysis (395) analytic shrinkage (1) matrix regularization (8) adversarial attack (1621)

Papers

Learning Structured Representations with Hyperbolic Embeddings NIPS 2024
Eigenspace Restructuring: A Principle of Space and Frequency in Neural Networks COLT 2022
Detection of Signal in the Spiked Rectangular Models ICML 2021
Functional Space Analysis of Local GAN Convergence ICML 2021
VECA: A Method for Detecting Overfitting in Neural Networks (Student Abstract) AAAI 2020
The Adversarial Attack and Detection under the Fisher Information Metric AAAI 2019
Data-Dependence of Plateau Phenomenon in Learning with Neural Network --- Statistical Mechanical Analysis NIPS 2019
The Numerics of GANs NIPS 2017
Nonlinear random matrix theory for deep learning NIPS 2017
An Efficient Statistical Method for Image Noise Level Estimation ICCV 2015
On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank-One Perturbations of Gaussian Tensors NIPS 2015
Generalizing Analytic Shrinkage for Arbitrary Covariance Structures NIPS 2013
Feature Discovery in Non-Metric Pairwise Data JMLR 2004