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Learning Theory

Learning theory

Papers

Showing 281290 of 852 papers

TitleStatusHype
Improving Generalization of Complex Models under Unbounded Loss Using PAC-Bayes Bounds0
How many samples are needed to leverage smoothness?0
Data-driven Mixed Integer Optimization through Probabilistic Multi-variable Branching0
Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent0
How Spurious Features Are Memorized: Precise Analysis for Random and NTK FeaturesCode0
Supervised learning with probabilistic morphisms and kernel mean embeddings0
Learnability with Time-Sharing Computational Resource Concerns0
The ART of Transfer Learning: An Adaptive and Robust Pipeline0
Optimal PAC Bounds Without Uniform Convergence0
Challenges of learning multi-scale dynamics with AI weather models: Implications for stability and one solutionCode0
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