| Challenges of Using Text Classifiers for Causal Inference | Oct 1, 2018 | Causal InferenceDecision Making | CodeCode Available | 0 |
| On feature selection and evaluation of transportation mode prediction strategies | Aug 9, 2018 | Decision Makingfeature selection | CodeCode Available | 0 |
| Multi-Agent Soft Actor-Critic with Coordinated Loss for Autonomous Mobility-on-Demand Fleet Control | Apr 10, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Interpretable Responsibility Sharing as a Heuristic for Task and Motion Planning | Sep 9, 2024 | Decision MakingMotion Planning | CodeCode Available | 0 |
| Double Robust Representation Learning for Counterfactual Prediction | Oct 15, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| A methodology based on Trace-based clustering for patient phenotyping | Nov 28, 2021 | ClusteringData Mining | CodeCode Available | 0 |
| Doubly Inhomogeneous Reinforcement Learning | Nov 8, 2022 | Change Point DetectionClustering | CodeCode Available | 0 |
| Are you Struggling? Dataset and Baselines for Struggle Determination in Assembly Videos | Feb 16, 2024 | Decision MakingVideo Understanding | CodeCode Available | 0 |
| Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts | Mar 20, 2024 | Decision Making | CodeCode Available | 0 |
| Stochastic Low-rank Tensor Bandits for Multi-dimensional Online Decision Making | Jul 31, 2020 | Decision MakingMarketing | CodeCode Available | 0 |
| A review on Deep Reinforcement Learning for Fluid Mechanics | Aug 12, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Are Large Language Models Geospatially Knowledgeable? | Oct 9, 2023 | Decision Making | CodeCode Available | 0 |
| Doubly Robust Policy Evaluation and Learning | Mar 23, 2011 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| On genuine invariance learning without weight-tying | Aug 7, 2023 | Decision Making | CodeCode Available | 0 |
| Certifying Fairness of Probabilistic Circuits | Dec 5, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| DRExplainer: Quantifiable Interpretability in Drug Response Prediction with Directed Graph Convolutional Network | Aug 22, 2024 | Decision MakingDrug Response Prediction | CodeCode Available | 0 |
| Drink Bleach or Do What Now? Covid-HeRA: A Study of Risk-Informed Health Decision Making in the Presence of COVID-19 Misinformation | Oct 17, 2020 | Decision MakingMisinformation | CodeCode Available | 0 |
| CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM Pipelines | Jun 20, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Best Practices for Responsible Machine Learning in Credit Scoring | Sep 30, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Contrastive Losses and Solution Caching for Predict-and-Optimize | Nov 10, 2020 | Combinatorial OptimizationDecision Making | CodeCode Available | 0 |
| Point-of-Interest Recommendations: Learning Potential Check-ins from Friends | Aug 1, 2016 | Decision MakingRecommendation Systems | CodeCode Available | 0 |
| Optimizing Synthetic Data for Enhanced Pancreatic Tumor Segmentation | Jul 27, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| LSTM Neural Network for Textual Ngrams | Nov 26, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making | Oct 16, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| Multi-armed Bandit Learning on a Graph | Sep 20, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| 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 |