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Generalization Bounds

Papers

Showing 201225 of 686 papers

TitleStatusHype
Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects0
Generalization Bounds and Stopping Rules for Learning with Self-Selected Data0
Generalization Bounds for Adversarial Contrastive Learning0
Confusion-Based Online Learning and a Passive-Aggressive Scheme0
Generalization Bounds for Convolutional Neural Networks0
Generalization Bounds for Data-Driven Numerical Linear Algebra0
Generalization bounds for deep learning0
Compressive Sensing and Neural Networks from a Statistical Learning Perspective0
Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy0
Generalization Bounds for Dependent Data using Online-to-Batch Conversion0
Generalization Bounds for Domain Adaptation0
Generalization Bounds for Equivariant Networks on Markov Data0
Generalization Bounds for Gradient Methods via Discrete and Continuous Prior0
Convex Surrogate Loss Functions for Contextual Pricing with Transaction Data0
Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic0
Co-regularization Based Semi-supervised Domain Adaptation0
A Functional Perspective on Learning Symmetric Functions with Neural Networks0
Generalization Bounds for Label Noise Stochastic Gradient Descent0
Distribution-dependent concentration inequalities for tighter generalization bounds0
Data Augmentation vs. Equivariant Networks: A Theory of Generalization on Dynamics Forecasting0
Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching0
Generalization Bounds for Message Passing Networks on Mixture of Graphons0
Data-dependent Generalization Bounds for Multi-class Classification0
Generalization bounds for mixing processes via delayed online-to-PAC conversions0
Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks0
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