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Generalization Bounds

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TitleStatusHype
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings—0
Guaranteed Classification via Regularized Similarity Learning—0
Distribution-dependent concentration inequalities for tighter generalization bounds—0
Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds—0
A Uniform Generalization Error Bound for Generative Adversarial Networks—0
Diffusion Random Feature Model—0
Higher-Order Generalization Bounds: Learning Deep Probabilistic Programs via PAC-Bayes Objectives—0
High probability generalization bounds for uniformly stable algorithms with nearly optimal rate—0
High Probability Generalization Bounds for Minimax Problems with Fast Rates—0
A Margin-based Multiclass Generalization Bound via Geometric Complexity—0
Generalization of Scaled Deep ResNets in the Mean-Field Regime—0
Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks—0
How To Prevent the Poor Performance Clients for Personalized Federated Learning?—0
How Well Can Generative Adversarial Networks Learn Densities: A Nonparametric View—0
Huber Additive Models for Non-stationary Time Series Analysis—0
Human Rademacher Complexity—0
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability—0
Identifying and Estimating Causal Effects under Weak Overlap by Generative Prognostic Model—0
Effective Distributed Learning with Random Features: Improved Bounds and Algorithms—0
Efficient and Reliable Overlay Networks for Decentralized Federated Learning—0
Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation—0
Improved Generalization Bound for Deep Neural Networks Using Geometric Functional Analysis—0
Improved Generalization Bounds of Group Invariant / Equivariant Deep Networks via Quotient Feature Spaces—0
Improved Generalization Bounds for Communication Efficient Federated Learning—0
A unified framework for information-theoretic generalization bounds—0
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