| Generalization Bounds for Neural Belief Propagation Decoders | May 17, 2023 | DecoderGeneralization Bounds | —Unverified | 0 |
| Double-Weighting for Covariate Shift Adaptation | May 15, 2023 | Generalization Bounds | CodeCode Available | 0 |
| Reinterpreting causal discovery as the task of predicting unobserved joint statistics | May 11, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Towards Understanding Generalization of Macro-AUC in Multi-label Learning | May 9, 2023 | Generalization BoundsMulti-Label Learning | CodeCode Available | 0 |
| The Ideal Continual Learner: An Agent That Never Forgets | Apr 29, 2023 | Continual LearningGeneralization Bounds | CodeCode Available | 4 |
| AdapterGNN: Parameter-Efficient Fine-Tuning Improves Generalization in GNNs | Apr 19, 2023 | Generalization Boundsparameter-efficient fine-tuning | CodeCode Available | 1 |
| Energy-guided Entropic Neural Optimal Transport | Apr 12, 2023 | Generalization BoundsImage-to-Image Translation | CodeCode Available | 1 |
| Reweighted Mixup for Subpopulation Shift | Apr 9, 2023 | FairnessGeneralization Bounds | —Unverified | 0 |
| Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation | Apr 4, 2023 | Domain AdaptationGeneralization Bounds | CodeCode Available | 0 |
| Infinite-dimensional reservoir computing | Apr 2, 2023 | Generalization Bounds | —Unverified | 0 |
