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gibbs algorithm

5 papers

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Co-occurring keywords

generalization error (285) pac-bayesian bound (40) kl divergence (196) learning theory (519) bias variance tradeoff (25) random feature model (12) over-parameterized model (20) stochastic algorithm (21) information criterion (12) probabilistic learning (9)

Papers

Gibbs-Based Information Criteria and the Over-Parameterized Regime AISTATS 2024
Generalization of Hamiltonian algorithms NIPS 2024
How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? AISTATS 2023
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm AISTATS 2022
An Exact Characterization of the Generalization Error for the Gibbs Algorithm NIPS 2021