| Unified Regularity Measures for Sample-wise Learning and Generalization | Aug 9, 2021 | Learning TheoryMemorization | —Unverified | 0 | 0 |
| Uniform Brackets, Containers, and Combinatorial Macbeath Regions | Nov 19, 2021 | Learning Theory | —Unverified | 0 | 0 |
| Uniform Generalization, Concentration, and Adaptive Learning | Aug 22, 2016 | Learning Theory | —Unverified | 0 | 0 |
| Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent | May 20, 2023 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| Uniform Risk Bounds for Learning with Dependent Data Sequences | Mar 21, 2023 | Learning Theory | —Unverified | 0 | 0 |
| Unique properties of adversarially trained linear classifiers on Gaussian data | Jun 6, 2020 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 | 0 |
| KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-Zero Training Loss | Feb 22, 2021 | Learning Theory | —Unverified | 0 | 0 |
| Universality of Deep Convolutional Neural Networks | May 28, 2018 | Learning TheoryOpen-Ended Question Answering | —Unverified | 0 | 0 |
| Stretched and measured neural predictions of complex network dynamics | Jan 12, 2023 | Learning Theory | —Unverified | 0 | 0 |
| Universal Online Learning: an Optimistically Universal Learning Rule | Jan 16, 2022 | Learning TheoryMemorization | —Unverified | 0 | 0 |
