| Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent | May 23, 2022 | Generalization Bounds | CodeCode Available | 0 |
| Towards Size-Independent Generalization Bounds for Deep Operator Nets | May 23, 2022 | BIG-bench Machine LearningGeneralization Bounds | CodeCode Available | 0 |
| Generalization Bounds on Multi-Kernel Learning with Mixed Datasets | May 15, 2022 | Generalization Bounds | —Unverified | 0 |
| Formal limitations of sample-wise information-theoretic generalization bounds | May 13, 2022 | Generalization Bounds | —Unverified | 0 |
| StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random | May 10, 2022 | Generalization BoundsImputation | —Unverified | 0 |
| Power of Quantum Generative Learning | May 10, 2022 | Generalization Bounds | —Unverified | 0 |
| Learnability of Competitive Threshold Models | May 8, 2022 | Generalization Bounds | CodeCode Available | 0 |
| Out-of-distribution generalization for learning quantum dynamics | Apr 21, 2022 | Generalization BoundsOut-of-Distribution Generalization | —Unverified | 0 |
| Dynamical simulation via quantum machine learning with provable generalization | Apr 21, 2022 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
| NICO++: Towards Better Benchmarking for Domain Generalization | Apr 17, 2022 | BenchmarkingDomain Generalization | CodeCode Available | 1 |
