| Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation | Sep 6, 2019 | Generalization BoundsVariational Inference | —Unverified | 0 |
| Efron-Stein PAC-Bayesian Inequalities | Sep 4, 2019 | Generalization BoundsOff-policy evaluation | —Unverified | 0 |
| On the Downstream Performance of Compressed Word Embeddings | Sep 3, 2019 | Generalization BoundsQuantization | CodeCode Available | 0 |
| Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes | Aug 20, 2019 | Generalization Bounds | —Unverified | 0 |
| How much data is sufficient to learn high-performing algorithms? Generalization guarantees for data-driven algorithm design | Aug 8, 2019 | ClusteringGeneralization Bounds | —Unverified | 0 |
| Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses | Jul 3, 2019 | Generalization Boundsregression | CodeCode Available | 0 |
| Learning from weakly dependent data under Dobrushin's condition | Jun 21, 2019 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Robust Regression for Safe Exploration in Control | Jun 13, 2019 | Generalization Boundsregression | —Unverified | 0 |
| Decoupling Gating from Linearity | Jun 12, 2019 | Generalization BoundsMemorization | —Unverified | 0 |
| Stable Rank Normalization for Improved Generalization in Neural Networks and GANs | Jun 11, 2019 | Generalization BoundsImage Generation | —Unverified | 0 |
