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Generalization Bounds

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TitleStatusHype
Regularized Gradient Boosting—0
Regularized Proportional Fairness Mechanism for Resource Allocation Without Money—0
Reinterpreting causal discovery as the task of predicting unobserved joint statistics—0
Relative Deviation Learning Bounds and Generalization with Unbounded Loss Functions—0
Relative Deviation Margin Bounds—0
Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression—0
Representation and Regression Problems in Neural Networks: Relaxation, Generalization, and Numerics—0
Reward Generalization in RLHF: A Topological Perspective—0
Reweighted Mixup for Subpopulation Shift—0
Risk Bounds and Calibration for a Smart Predict-then-Optimize Method—0
Risk Bounds for Low Cost Bipartite Ranking—0
Robust Generalization of Quadratic Neural Networks via Function Identification—0
Robust Model Evaluation over Large-scale Federated Networks—0
Robustness and Generalization for Metric Learning—0
Robustness Implies Generalization via Data-Dependent Generalization Bounds—0
Robust Regression for Safe Exploration in Control—0
Estimating the Success of Unsupervised Image to Image TranslationCode0
Provable Guarantees for Gradient-Based Meta-LearningCode0
Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorithm and Generalization BoundsCode0
A General Framework for the Practical Disintegration of PAC-Bayesian BoundsCode0
Stability Analysis and Generalization Bounds of Adversarial TrainingCode0
Pseudo-Bayesian Learning with Kernel Fourier Transform as PriorCode0
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List StabilityCode0
Tighter Learning Guarantees on Digital Computers via Concentration of Measure on Finite SpacesCode0
On the Downstream Performance of Compressed Word EmbeddingsCode0
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