| Learning Versatile Skills with Curriculum Masking | Oct 23, 2024 | Decision MakingOffline RL | CodeCode Available | 0 | 5 |
| Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning | Mar 7, 2023 | Causal InferenceConformal Prediction | CodeCode Available | 0 | 5 |
| Dealing with Expert Bias in Collective Decision-Making | Jun 25, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal Text | Sep 24, 2018 | Decision MakingInformation Retrieval | CodeCode Available | 0 | 5 |
| Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine Learning | May 6, 2022 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Leveraging AI for Automatic Classification of PCOS Using Ultrasound Imaging | Dec 30, 2024 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| De-biasing "bias" measurement | May 11, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Correlation inference attacks against machine learning models | Dec 16, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| DDDM: a Brain-Inspired Framework for Robust Classification | May 1, 2022 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods | Jul 26, 2022 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Decision Making in Non-Stationary Environments with Policy-Augmented Search | Jan 6, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Decision support from financial disclosures with deep neural networks and transfer learning | Oct 11, 2017 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Deep Learning for Patient-Specific Kidney Graft Survival Analysis | May 29, 2017 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Detect and Classify -- Joint Span Detection and Classification for Health Outcomes | Apr 15, 2021 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction | Mar 28, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 0 | 5 |
| LISA: Learning Interpretable Skill Abstractions from Language | Feb 28, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation | Nov 18, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Data-Driven Dynamic Decision Models | Mar 26, 2016 | Decision Making | CodeCode Available | 0 | 5 |
| Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique | Mar 21, 2025 | Decision Making | CodeCode Available | 0 | 5 |
| Data-driven Knowledge Fusion for Deep Multi-instance Learning | Apr 24, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| CSM-H-R: A Context Modeling Framework in Supporting Reasoning Automation for Interoperable Intelligent Systems and Privacy Protection | Aug 21, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems | Feb 27, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Curriculum Design for Teaching via Demonstrations: Theory and Applications | Jun 8, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Multi-intention Inverse Q-learning for Interpretable Behavior Representation | Nov 23, 2023 | Decision MakingQ-Learning | CodeCode Available | 0 | 5 |
| Local Causal Discovery for Structural Evidence of Direct Discrimination | May 23, 2024 | Causal DiscoveryDecision Making | CodeCode Available | 0 | 5 |
| Localization and Perception for Control and Decision Making of a Low Speed Autonomous Shuttle in a Campus Pilot Deployment | Nov 1, 2018 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Computing in the Life Sciences: From Early Algorithms to Modern AI | Jun 17, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Adaptive Hypergraph Network for Trust Prediction | Feb 7, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 | 5 |
| Computing the Feedback Capacity of Finite State Channels using Reinforcement Learning | Jan 27, 2020 | Computational EfficiencyDecision Making | CodeCode Available | 0 | 5 |
| Cross Modal Data Discovery over Structured and Unstructured Data Lakes | Jun 1, 2023 | Data IntegrationDecision Making | CodeCode Available | 0 | 5 |
| Long-Term Fair Decision Making through Deep Generative Models | Jan 20, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Long-Term Fairness in Sequential Multi-Agent Selection with Positive Reinforcement | Jul 10, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Lookahead Pathology in Monte-Carlo Tree Search | Dec 10, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| Cross-lingual Argument Mining in the Medical Domain | Jan 25, 2023 | Argument MiningData Augmentation | CodeCode Available | 0 | 5 |
| Credible Remote Sensing Scene Classification Using Evidential Fusion on Aerial-Ground Dual-view Images | Jan 2, 2023 | Decision MakingScene Classification | CodeCode Available | 0 | 5 |
| Bisimulation metric for Model Predictive Control | Oct 6, 2024 | Computational Efficiencycontinuous-control | CodeCode Available | 0 | 5 |
| Cross Language Soccer Framework: An Open Source Framework for the RoboCup 2D Soccer Simulation | Jun 9, 2024 | Computational EfficiencyDecision Making | CodeCode Available | 0 | 5 |
| LSTM Neural Network for Textual Ngrams | Nov 26, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements | Jun 30, 2011 | Decision Making | CodeCode Available | 0 | 5 |
| CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems | Jun 12, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Crafting desirable climate trajectories with RL explored socio-environmental simulations | Oct 9, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| A Flow-Based Generative Model for Rare-Event Simulation | May 13, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports | Oct 24, 2023 | Decision MakingDomain Adaptation | CodeCode Available | 0 | 5 |
| Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency | Jun 13, 2024 | Decision Makingimage-classification | CodeCode Available | 0 | 5 |
| Conclusive Local Interpretation Rules for Random Forests | Apr 13, 2021 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Concordance and the Smallest Covering Set of Preference Orderings | Sep 15, 2016 | Decision MakingMarketing | CodeCode Available | 0 | 5 |
| Bipedal Walking Robot using Deep Deterministic Policy Gradient | Jul 16, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples | Oct 26, 2022 | Decision MakingNatural Language Inference | CodeCode Available | 0 | 5 |
| Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation | May 29, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Counterfactual Risk Assessments, Evaluation, and Fairness | Aug 30, 2019 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
