| Sample Complexity of Robust Learning against Evasion Attacks | Aug 23, 2023 | Learning Theory | —Unverified | 0 | 0 |
| Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation | Jun 11, 2020 | Learning Theoryreinforcement-learning | —Unverified | 0 | 0 |
| Scalable Large-Margin Structured Learning: Theory and Algorithms | Jul 1, 2015 | Learning TheoryMachine Translation | —Unverified | 0 | 0 |
| Scaling Law for Stochastic Gradient Descent in Quadratically Parameterized Linear Regression | Feb 13, 2025 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| Scaling Limits of Wide Neural Networks with Weight Sharing: Gaussian Process Behavior, Gradient Independence, and Neural Tangent Kernel Derivation | Feb 13, 2019 | Gaussian ProcessesLearning Theory | —Unverified | 0 | 0 |
| Scientific Inference With Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena | Jun 11, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 | 0 |
| Semi-Gradient SARSA Routing with Theoretical Guarantee on Traffic Stability and Weight Convergence | Mar 19, 2025 | Learning Theory | —Unverified | 0 | 0 |
| Building Efficient CNNs Using Depthwise Convolutional Eigen-Filters (DeCEF) | Oct 21, 2019 | Learning Theory | —Unverified | 0 | 0 |
| Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods | Sep 29, 2021 | Gesture RecognitionImage Classification | —Unverified | 0 | 0 |
| Shapley Value Based Multi-Agent Reinforcement Learning: Theory, Method and Its Application to Energy Network | Feb 23, 2024 | Learning TheoryMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
