| On the generalization of bayesian deep nets for multi-class classification | Feb 23, 2020 | General ClassificationGeneralization Bounds | —Unverified | 0 |
| De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Predictors | Feb 23, 2020 | Generalization Bounds | —Unverified | 0 |
| On generalization in moment-based domain adaptation | Feb 19, 2020 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints | Feb 19, 2020 | FairnessGeneralization Bounds | —Unverified | 0 |
| Generalization and Representational Limits of Graph Neural Networks | Feb 14, 2020 | Generalization Bounds | —Unverified | 0 |
| Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimization | Feb 13, 2020 | Bayesian InferenceGeneralization Bounds | —Unverified | 0 |
| Implicit Bias of Gradient Descent for Wide Two-layer Neural Networks Trained with the Logistic Loss | Feb 11, 2020 | Generalization Bounds | CodeCode Available | 0 |
| Nested Barycentric Coordinate System as an Explicit Feature Map | Feb 5, 2020 | Generalization Bounds | —Unverified | 0 |
| Apportioned Margin Approach for Cost Sensitive Large Margin Classifiers | Feb 4, 2020 | Generalization Bounds | —Unverified | 0 |
| Linear predictor on linearly-generated data with missing values: non consistency and solutions | Feb 3, 2020 | Generalization BoundsMissing Values | CodeCode Available | 0 |
