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Generalization Bounds

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TitleStatusHype
Quantum Boosting using Domain-Partitioning HypothesesCode0
Integrated Conditional Estimation-Optimization—0
UniFed: A Unified Framework for Federated Learning on Non-IID Image Features—0
Explaining generalization in deep learning: progress and fundamental limits—0
Block Contextual MDPs for Continual Learning—0
Learning from non-irreducible Markov chains—0
Information-theoretic generalization bounds for black-box learning algorithmsCode0
Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised LearningCode0
Generalization Bounds For Meta-Learning: An Information-Theoretic AnalysisCode0
Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms—0
Task Relatedness-Based Generalization Bounds for Meta Learning—0
High Probability Generalization Bounds for Minimax Problems with Fast Rates—0
Fairness-aware Federated Learning—0
Improved Generalization Risk Bounds for Meta-Learning with PAC-Bayes-kl Analysis—0
Optimization and Adaptive Generalization of Three layer Neural Networks—0
Huber Additive Models for Non-stationary Time Series Analysis—0
Theoretical Analysis of Consistency Regularization with Limited Augmented Data—0
Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning—0
Two Regimes of Generalization for Non-Linear Metric Learning—0
Improved Generalization Bound for Deep Neural Networks Using Geometric Functional Analysis—0
Theoretical understanding of adversarial reinforcement learning via mean-field optimal control—0
Robust Generalization of Quadratic Neural Networks via Function Identification—0
Uniform Generalization Bounds for Overparameterized Neural Networks—0
The Impact of Reinitialization on Generalization in Convolutional Neural Networks—0
Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank—0
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