generalization bound

Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability NeurIPS 2021 Generalization Bounds for Stochastic Saddle Point Problems AISTATS 2021 Generalization Bounds for (Wasserstein) Robust Optimization NeurIPS 2021 Generalization Bounds in the Presence of Outliers: a Median-of-Means Study ICML 2021 Generalization bounds via distillation ICLR 2021 Generalization Guarantee of SGD for Pairwise Learning NeurIPS 2021 Generalization Guarantees for Neural Architecture Search with Train-Validation Split ICML 2021 Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks NeurIPS 2021 Generalization Properties of hyper-RKHS and its Applications JMLR 2021 GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning AAAI 2021 GraphMix: Improved Training of GNNs for Semi-Supervised Learning AAAI 2021 Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds ICLR 2021 Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks NeurIPS 2021 Improved generalization bounds of group invariant / equivariant deep networks via quotient feature spaces UAI 2021 Information-theoretic generalization bounds for black-box learning algorithms NeurIPS 2021 Information-Theoretic Generalization Bounds for Stochastic Gradient Descent COLT 2021 Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning ACL 2021 Learning Bounds for Open-Set Learning ICML 2021 Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters NeurIPS 2021 Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound NeurIPS 2021 Learning the optimal Tikhonov regularizer for inverse problems NeurIPS 2021 Learn the Highest Label and Rest Label Description Degrees IJCAI 2021 Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization AISTATS 2021 Lower and Upper Bounds on the Pseudo-Dimension of Tensor Network Models NeurIPS 2021 Measuring Generalization with Optimal Transport NeurIPS 2021