| On Tighter Generalization Bound for Deep Neural Networks: CNNs, ResNets, and Beyond | Jun 13, 2018 | Generalization Bounds | —Unverified | 0 |
| Chaining Mutual Information and Tightening Generalization Bounds | Jun 11, 2018 | Generalization Bounds | —Unverified | 0 |
| Minnorm training: an algorithm for training over-parameterized deep neural networks | Jun 3, 2018 | Generalization Bounds | —Unverified | 0 |
| Learning latent variable structured prediction models with Gaussian perturbations | May 23, 2018 | DecoderGeneralization Bounds | —Unverified | 0 |
| VC-Dimension Based Generalization Bounds for Relational Learning | Apr 17, 2018 | Generalization BoundsRelational Reasoning | —Unverified | 0 |
| Non-Vacuous Generalization Bounds at the ImageNet Scale: A PAC-Bayesian Compression Approach | Apr 16, 2018 | Generalization Bounds | CodeCode Available | 0 |
| Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds | Apr 15, 2018 | Generalization BoundsNeural Network Compression | —Unverified | 0 |
| Data-dependent PAC-Bayes priors via differential privacy | Feb 26, 2018 | Generalization Boundsvalid | —Unverified | 0 |
| Stronger generalization bounds for deep nets via a compression approach | Feb 14, 2018 | Generalization Bounds | —Unverified | 0 |
| To understand deep learning we need to understand kernel learning | Feb 5, 2018 | Deep LearningGeneralization Bounds | —Unverified | 0 |
