| Near Optimal Memory-Regret Tradeoff for Online Learning | Mar 3, 2023 | Learning Theory | —Unverified | 0 |
| Learning curves for deep structured Gaussian feature models | Mar 1, 2023 | Learning Theory | —Unverified | 0 |
| Exponential Hardness of Reinforcement Learning with Linear Function Approximation | Feb 25, 2023 | Learning Theoryreinforcement-learning | —Unverified | 0 |
| Generative Models of Huge Objects | Feb 24, 2023 | FairnessLearning Theory | —Unverified | 0 |
| Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles | Feb 22, 2023 | Bayesian OptimizationDiversity | —Unverified | 0 |
| New Guarantees for Learning Revenue Maximizing Menus of Lotteries and Two-Part Tariffs | Feb 22, 2023 | Learning TheoryVocal Bursts Valence Prediction | —Unverified | 0 |
| Kernel-Based Distributed Q-Learning: A Scalable Reinforcement Learning Approach for Dynamic Treatment Regimes | Feb 21, 2023 | Learning TheoryMedical Diagnosis | —Unverified | 0 |
| Statistical Inference for Linear Functionals of Online SGD in High-dimensional Linear Regression | Feb 20, 2023 | Learning Theory | —Unverified | 0 |
| Stability-based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning | Feb 20, 2023 | feature selectionGeneralization Bounds | —Unverified | 0 |
| Computational Complexity of Learning Neural Networks: Smoothness and Degeneracy | Feb 15, 2023 | Learning Theory | —Unverified | 0 |