| Learning from Label Proportions with Instance-wise Consistency | Mar 24, 2022 | Learning TheoryStochastic Optimization | CodeCode Available | 0 |
| Learning curves for the multi-class teacher-student perceptron | Mar 22, 2022 | Binary ClassificationLearning Theory | CodeCode Available | 0 |
| Optimal Rejection Function Meets Character Recognition Tasks | Mar 17, 2022 | ClassificationLearning Theory | —Unverified | 0 |
| Approximability and Generalisation | Mar 15, 2022 | Learning TheoryModel Compression | —Unverified | 0 |
| Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms | Mar 4, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| A Characterization of Multiclass Learnability | Mar 3, 2022 | Learning TheoryOpen-Ended Question Answering | —Unverified | 0 |
| Towards a unified view of unsupervised non-local methods for image denoising: the NL-Ridge approach | Mar 1, 2022 | Deep LearningDenoising | CodeCode Available | 0 |
| Contrasting random and learned features in deep Bayesian linear regression | Mar 1, 2022 | Learning Theoryregression | —Unverified | 0 |
| Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm | Feb 26, 2022 | Learning Theory | —Unverified | 0 |
| Towards Unsupervised Domain Adaptation via Domain-Transformer | Feb 24, 2022 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
