| Safe Reinforcement Learning using Data-Driven Predictive Control | Nov 20, 2022 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Safe Sequential Optimization for Switching Environments | Nov 3, 2023 | Bayesian OptimizationChange Point Detection | —Unverified | 0 | 0 |
| Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel | Sep 26, 2024 | Bayesian OptimizationChange Detection | —Unverified | 0 | 0 |
| Safety and Robustness in Decision Making: Deep Bayesian Recurrent Neural Networks for Somatic Variant Calling in Cancer | Dec 4, 2019 | Decision Making | —Unverified | 0 | 0 |
| Safety Assessment for Autonomous Systems' Perception Capabilities | Aug 17, 2022 | Decision MakingScene Understanding | —Unverified | 0 | 0 |
| Safety-Aware Algorithms for Adversarial Contextual Bandit | Aug 1, 2017 | Decision MakingMulti-Armed Bandits | —Unverified | 0 | 0 |
| Safety-aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving | Oct 31, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Safety is Not Only About Refusal: Reasoning-Enhanced Fine-tuning for Interpretable LLM Safety | Mar 6, 2025 | Decision MakingSafety Alignment | —Unverified | 0 | 0 |
| Safety of autonomous vehicles: A survey on Model-based vs. AI-based approaches | May 29, 2023 | Autonomous VehiclesDecision Making | —Unverified | 0 | 0 |
| Safety Optimized Reinforcement Learning via Multi-Objective Policy Optimization | Feb 23, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 | 0 |
| Safety, Trust, and Ethics Considerations for Human-AI Teaming in Aerospace Control | Nov 15, 2023 | Decision MakingEthics | —Unverified | 0 | 0 |
| Black-Box Safety Validation of Autonomous Systems: A Multi-Fidelity Reinforcement Learning Approach | Mar 7, 2022 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Sage Deer: A Super-Aligned Driving Generalist Is Your Copilot | May 15, 2025 | Decision Making | —Unverified | 0 | 0 |
| SAIF: Sparse Adversarial and Imperceptible Attack Framework | Dec 14, 2022 | Decision Makingimage-classification | —Unverified | 0 | 0 |
| SAL-CNN: Estimate the Remaining Useful Life of Bearings Using Time-frequency Information | Apr 11, 2022 | Decision Making | —Unverified | 0 | 0 |
| Sales Channel Optimization via Simulations Based on Observational Data with Delayed Rewards: A Case Study at LinkedIn | Sep 16, 2022 | Decision Making | —Unverified | 0 | 0 |
| Sales Time Series Analytics Using Deep Q-Learning | Jan 6, 2022 | Active LearningDecision Making | —Unverified | 0 | 0 |
| Sample Complexity Bounds for Iterative Stochastic Policy Optimization | Dec 1, 2015 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 | 0 |
| Sample Complexity of Variance-reduced Distributionally Robust Q-learning | May 28, 2023 | Decision MakingQ-Learning | —Unverified | 0 | 0 |
| Sample-Derived Disjunctive Rules for Secure Power System Operation | Apr 9, 2018 | Decision Making | —Unverified | 0 | 0 |
| Sample-efficient Adversarial Imitation Learning | Mar 14, 2023 | Decision MakingImitation Learning | —Unverified | 0 | 0 |
| Sample-efficient Safe Learning for Online Nonlinear Control with Control Barrier Functions | Jul 29, 2022 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Sample-Specific Output Constraints for Neural Networks | Mar 23, 2020 | Decision Making | —Unverified | 0 | 0 |
| Sampling Through the Lens of Sequential Decision Making | Aug 17, 2022 | Decision MakingInformation Retrieval | —Unverified | 0 | 0 |
| SAPG: Split and Aggregate Policy Gradients | Jul 29, 2024 | Decision MakingGPU | —Unverified | 0 | 0 |
| SAPO-RL: Sequential Actuator Placement Optimization for Fuselage Assembly via Reinforcement Learning | Apr 24, 2025 | Decision MakingQ-Learning | —Unverified | 0 | 0 |
| Satellite imagery analysis for operational damage assessment in Emergency situations | Feb 19, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 | 0 |
| Satisficing Exploration in Bandit Optimization | Jun 10, 2024 | Decision Making | —Unverified | 0 | 0 |
| Satisficing in multi-armed bandit problems | Dec 23, 2015 | Decision Making | —Unverified | 0 | 0 |
| SAUP: Situation Awareness Uncertainty Propagation on LLM Agent | Dec 2, 2024 | Decision Making | —Unverified | 0 | 0 |
| Says Who ? Identification of Expert versus Layman Critics' Reviews of Documentary Films | Dec 1, 2016 | Decision MakingDiversity | —Unverified | 0 | 0 |
| Scalability Optimization in Cloud-Based AI Inference Services: Strategies for Real-Time Load Balancing and Automated Scaling | Apr 16, 2025 | Decision MakingDemand Forecasting | —Unverified | 0 | 0 |
| Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing | Dec 8, 2021 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |
| Scalable and Efficient Methods for Uncertainty Estimation and Reduction in Deep Learning | Jan 13, 2024 | Decision MakingVariational Inference | —Unverified | 0 | 0 |
| Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning | May 29, 2019 | Combinatorial OptimizationDecision Making | —Unverified | 0 | 0 |
| Scalable Approximate Inference and Some Applications | Mar 7, 2020 | Decision Making | —Unverified | 0 | 0 |
| Scalable Bayesian Uncertainty Quantification for Neural Network Potentials: Promise and Pitfalls | Dec 15, 2022 | Decision MakingUncertainty Quantification | —Unverified | 0 | 0 |
| Scalable Concept Extraction in Industry 4.0 | Jun 6, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 | 0 |
| Scalable Distributional Robustness in a Class of Non Convex Optimization with Guarantees | May 31, 2022 | Decision MakingForm | —Unverified | 0 | 0 |
| Scalable First-Order Methods for Robust MDPs | May 11, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 | 0 |
| Scalable Interactive Machine Learning for Future Command and Control | Feb 9, 2024 | Decision Making | —Unverified | 0 | 0 |
| Scalable photonic reinforcement learning by time-division multiplexing of laser chaos | Mar 26, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 | 0 |
| Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities | May 27, 2023 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Scalable privacy-preserving cancer type prediction with homomorphic encryption | Apr 12, 2022 | Decision Makingfeature selection | —Unverified | 0 | 0 |
| Scalable Thompson Sampling via Optimal Transport | Feb 19, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 | 0 |
| Scales and Hedges in a Logic with Analogous Semantics | Jan 21, 2022 | Decision MakingLogical Reasoning | —Unverified | 0 | 0 |
| Scaling Artificial Intelligence for Digital Wargaming in Support of Decision-Making | Feb 8, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Scaling Autonomous Agents via Automatic Reward Modeling And Planning | Feb 17, 2025 | Decision MakingMathematical Problem-Solving | —Unverified | 0 | 0 |
| Scaling Guarantees for Nearest Counterfactual Explanations | Oct 10, 2020 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Rule-based epidemic models | Jun 22, 2020 | Decision MakingEpidemiology | —Unverified | 0 | 0 |