conftrace_

spectral distribution

10 papers

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Co-occurring keywords

generative adversarial network (1944) random matrix theory (63) kernel methods (1097) random fourier feature (59) kernel learning (102) free probability theory (4) frequency spectrum (16) neural vocoder (126) kernel random matrix (1) quadratic regime (1)

Papers

Universality of Kernel Random Matrices and Kernel Regression in the Quadratic Regime JMLR 2025
Only tails matter: Average-Case Universality and Robustness in the Convex Regime ICML 2022
The Spectrum of Fisher Information of Deep Networks Achieving Dynamical Isometry AISTATS 2021
Structure-Aware Random Fourier Kernel for Graphs NIPS 2021
Fre-GAN: Adversarial Frequency-Consistent Audio Synthesis INTERSPEECH 2021
Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions CVPR 2020
Implicit Kernel Learning AISTATS 2019
Geometry of Neural Network Loss Surfaces via Random Matrix Theory ICML 2017
Nonlinear random matrix theory for deep learning NIPS 2017
Bayesian Nonparametric Kernel-Learning AISTATS 2016