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Generalization Bounds

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Showing 201–225 of 686 papers

TitleStatusHype
On Certified Generalization in Structured Prediction—0
A Unified Model and Dimension for Interactive Estimation—0
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm—0
On Feature Diversity in Energy-based Models—0
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression—0
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability—0
Online-to-PAC Conversions: Generalization Bounds via Regret Analysis—0
Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching—0
Learning Capacity: A Measure of the Effective Dimensionality of a Model—0
Federated Variational Inference: Towards Improved Personalization and Generalization—0
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data—0
Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent—0
A unified framework for information-theoretic generalization bounds—0
Generalization Bounds for Neural Belief Propagation Decoders—0
Double-Weighting for Covariate Shift AdaptationCode0
Reinterpreting causal discovery as the task of predicting unobserved joint statistics—0
Towards Understanding Generalization of Macro-AUC in Multi-label LearningCode0
Reweighted Mixup for Subpopulation Shift—0
Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain AdaptationCode0
Infinite-dimensional reservoir computing—0
Uncertainty Calibration for Counterfactual Propensity Estimation in RecommendationCode0
Lower Generalization Bounds for GD and SGD in Smooth Stochastic Convex Optimization—0
Fair Off-Policy Learning from Observational Data—0
Practicality of generalization guarantees for unsupervised domain adaptation with neural networks—0
Light Unbalanced Optimal Transport—0
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