| CDR-Agent: Intelligent Selection and Execution of Clinical Decision Rules Using Large Language Model Agents | May 29, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery | Jun 26, 2025 | Data MiningDecision Making | CodeCode Available | 0 |
| Discovering collective narratives shifts in online discussions | Jul 17, 2023 | Change Point DetectionDecision Making | CodeCode Available | 0 |
| Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation | Dec 1, 2021 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Adversarial Environment Generation for Learning to Navigate the Web | Mar 2, 2021 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking | Mar 24, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| No driver, No Regulation? --Online Legal Driving Behavior Monitoring for Self-driving Vehicles | Dec 8, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| LUCID: Exposing Algorithmic Bias through Inverse Design | Aug 26, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Acquiring Better Load Estimates by Combining Anomaly and Change Point Detection in Power Grid Time-series Measurements | May 25, 2024 | Anomaly DetectionChange Point Detection | CodeCode Available | 0 |
| Counterfactual diagnosis | Oct 15, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections | Jan 26, 2024 | Decision MakingSensitivity | CodeCode Available | 0 |
| Best Arm Identification with Safety Constraints | Nov 23, 2021 | Decision Making | CodeCode Available | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 26, 2017 | Atari GamesDecision Making | CodeCode Available | 0 |
| Best Arm Identification for Stochastic Rising Bandits | Feb 15, 2023 | Decision MakingModel Selection | CodeCode Available | 0 |
| Optimizing ZX-Diagrams with Deep Reinforcement Learning | Nov 30, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Toward Real-Time Digital Twins of EM Environments: Computational Benchmark of Ray Launching Software | Jun 7, 2024 | Decision Making | CodeCode Available | 0 |
| Countdown Regression: Sharp and Calibrated Survival Predictions | Jun 21, 2018 | Decision MakingMortality Prediction | CodeCode Available | 0 |
| DSAP: Analyzing Bias Through Demographic Comparison of Datasets | Dec 22, 2023 | Decision MakingFacial Expression Recognition | CodeCode Available | 0 |
| Diffusion Models as Optimizers for Efficient Planning in Offline RL | Jul 23, 2024 | D4RLDecision Making | CodeCode Available | 0 |
| GASCADE: Grouped Summarization of Adverse Drug Event for Enhanced Cancer Pharmacovigilance | May 7, 2025 | Abstractive Text SummarizationDecision Making | CodeCode Available | 0 |
| Gastrointestinal Disease Classification through Explainable and Cost-Sensitive Deep Neural Networks with Supervised Contrastive Learning | Jul 14, 2023 | ClassificationContrastive Learning | CodeCode Available | 0 |
| DSGBench: A Diverse Strategic Game Benchmark for Evaluating LLM-based Agents in Complex Decision-Making Environments | Mar 8, 2025 | Decision MakingLarge Language Model | CodeCode Available | 0 |
| Co-training for Policy Learning | Jul 3, 2019 | Combinatorial Optimizationcontinuous-control | CodeCode Available | 0 |
| CoSTI: Consistency Models for (a faster) Spatio-Temporal Imputation | Jan 31, 2025 | Decision MakingDenoising | CodeCode Available | 0 |
| Δ- OPE: Off-Policy Estimation with Pairs of Policies | May 16, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
