conftrace_

test error

12 papers

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Co-occurring keywords

deep neural network (1803) neural network (6616) ridge regression (134) model selection (456) variance error (1) power-law spectrum (1) bayes-optimal test error (1) quadratic activation (7) image classifier (38) confidence interval (146)

Papers

Scaling Laws in Linear Regression: Compute, Parameters, and Data NIPS 2024
Bayes-optimal learning of an extensive-width neural network from quadratically many samples NIPS 2024
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression NIPS 2023
Deterministic equivalent and error universality of deep random features learning ICML 2023
(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy NIPS 2023
Universality of empirical risk minimization COLT 2022
Relative stability toward diffeomorphisms indicates performance in deep nets NIPS 2021
Asymptotics of Ridge(less) Regression under General Source Condition AISTATS 2021
Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs IJCAI 2021
Learning Curves for Analysis of Deep Networks ICML 2021
Cross-validation Confidence Intervals for Test Error NIPS 2020
Adversarial Examples Are a Natural Consequence of Test Error in Noise ICML 2019