| A neural network account to Kant's philosophical aesthetics | Apr 12, 2024 | Learning Theory | —Unverified | 0 |
| On the Learnability of Out-of-distribution Detection | Apr 7, 2024 | Learning TheoryOut-of-Distribution Detection | —Unverified | 0 |
| Active Test-Time Adaptation: Theoretical Analyses and An Algorithm | Apr 7, 2024 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| Bayesian Inference for Consistent Predictions in Overparameterized Nonlinear Regression | Apr 6, 2024 | Bayesian InferenceLearning Theory | CodeCode Available | 0 |
| Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications | Apr 5, 2024 | Learning Theory | —Unverified | 0 |
| Causal-StoNet: Causal Inference for High-Dimensional Complex Data | Mar 27, 2024 | Causal InferenceEconometrics | CodeCode Available | 0 |
| Generalization Error Analysis for Sparse Mixture-of-Experts: A Preliminary Study | Mar 26, 2024 | Learning TheoryMixture-of-Experts | —Unverified | 0 |
| CODA: A COst-efficient Test-time Domain Adaptation Mechanism for HAR | Mar 22, 2024 | Active LearningActivity Recognition | —Unverified | 0 |
| Robust NAS under adversarial training: benchmark, theory, and beyond | Mar 19, 2024 | Learning TheoryNeural Architecture Search | —Unverified | 0 |
| Conformal Predictions for Probabilistically Robust Scalable Machine Learning Classification | Mar 15, 2024 | Learning Theory | —Unverified | 0 |