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Generalization Bounds

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TitleStatusHype
Statistical Spatially Inhomogeneous Diffusion Inference—0
Stochastic Composite Mirror Descent: Optimal Bounds with High Probabilities—0
Stopping criterion for active learning based on deterministic generalization bounds—0
Stronger generalization bounds for deep nets via a compression approach—0
Sufficient Conditions for Generating Group Level Sparsity in a Robust Minimax Framework—0
Supervised classification via minimax probabilistic transformations—0
Supervised Metric Learning with Generalization Guarantees—0
Support and Invertibility in Domain-Invariant Representations—0
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds—0
Survey & Experiment: Towards the Learning Accuracy—0
Tangent Space Sensitivity and Distribution of Linear Regions in ReLU Networks—0
Task-Free Continual Learning via Online Discrepancy Distance Learning—0
Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning—0
Task Relatedness-Based Generalization Bounds for Meta Learning—0
Teacher Guided Training: An Efficient Framework for Knowledge Transfer—0
The Generalization Error of Dictionary Learning with Moreau Envelopes—0
The Impact of Reinitialization on Generalization in Convolutional Neural Networks—0
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers—0
The Landscape of Deep Learning Algorithms—0
Theoretical Analysis of Consistency Regularization with Limited Augmented Data—0
Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees—0
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data—0
Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport—0
Theoretical understanding of adversarial reinforcement learning via mean-field optimal control—0
Power of Quantum Generative Learning—0
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