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Learning Theory

Learning theory

Papers

Showing 341350 of 852 papers

TitleStatusHype
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability0
I Do Not Understand What I Cannot Define: Automatic Question Generation With Pedagogically-Driven Content Selection0
Illuminating Dark Knowledge via Random Matrix Ensembles0
Immersion for AI: Immersive Learning with Artificial Intelligence0
Impact of Data Augmentation on QCNNs0
Importance of the Mathematical Foundations of Machine Learning Methods for Scientific and Engineering Applications0
Explaining generalization in deep learning: progress and fundamental limits0
Improved Generalization Risk Bounds for Meta-Learning with PAC-Bayes-kl Analysis0
Improved Learning Rates for Stochastic Optimization: Two Theoretical Viewpoints0
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design0
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