| Learning distinct features helps, provably | Jun 10, 2021 | DiversityGeneralization Bounds | —Unverified | 0 |
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| Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss | Jun 8, 2021 | Contrastive LearningGeneralization Bounds | CodeCode Available | 1 |
| Robust Generalization despite Distribution Shift via Minimum Discriminating Information | Jun 8, 2021 | Generalization BoundsOff-policy evaluation | CodeCode Available | 0 |
| Encoding-dependent generalization bounds for parametrized quantum circuits | Jun 7, 2021 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks | Jun 7, 2021 | Generalization BoundsNeural Network Compression | CodeCode Available | 0 |
| Measuring Generalization with Optimal Transport | Jun 7, 2021 | Generalization Bounds | CodeCode Available | 1 |
| Fine-grained Generalization Analysis of Structured Output Prediction | May 31, 2021 | Generalization BoundsPrediction | —Unverified | 0 |
| Towards optimally abstaining from prediction with OOD test examples | May 28, 2021 | Binary ClassificationGeneralization Bounds | —Unverified | 0 |
| Compressing Heavy-Tailed Weight Matrices for Non-Vacuous Generalization Bounds | May 23, 2021 | EconometricsGeneralization Bounds | —Unverified | 0 |
