| Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods | Jul 26, 2022 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Decision-Focused Uncertainty Quantification | Oct 2, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 | 5 |
| DDDM: a Brain-Inspired Framework for Robust Classification | May 1, 2022 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Dataset Clustering for Improved Offline Policy Learning | Feb 14, 2024 | Clusteringcontinuous-control | CodeCode Available | 0 | 5 |
| Data Generation as Sequential Decision Making | Jun 10, 2015 | Decision MakingImputation | CodeCode Available | 0 | 5 |
| Measurement Simplification in ρ-POMDP with Performance Guarantees | Sep 19, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Correlation inference attacks against machine learning models | Dec 16, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Measuring Error Alignment for Decision-Making Systems | Sep 20, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Dealing with Expert Bias in Collective Decision-Making | Jun 25, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| Decision Information Meets Large Language Models: The Future of Explainable Operations Research | Feb 14, 2025 | Decision Making | CodeCode Available | 0 | 5 |
| Data-Driven Dynamic Decision Models | Mar 26, 2016 | Decision 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 |
| Data-driven Knowledge Fusion for Deep Multi-instance Learning | Apr 24, 2023 | 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 |
| Bisimulation metric for Model Predictive Control | Oct 6, 2024 | Computational Efficiencycontinuous-control | CodeCode Available | 0 | 5 |
| Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation | Nov 18, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Curriculum Design for Teaching via Demonstrations: Theory and Applications | Jun 8, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| A Flow-Based Generative Model for Rare-Event Simulation | May 13, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Decision-making and control with diffractive optical networks | Dec 21, 2022 | Autonomous DrivingCar Racing | CodeCode Available | 0 | 5 |
| Confidence-weighted integration of human and machine judgments for superior decision-making | Aug 15, 2024 | Decision MakingDiversity | CodeCode Available | 0 | 5 |
| Bipedal Walking Robot using Deep Deterministic Policy Gradient | Jul 16, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Configurable Mirror Descent: Towards a Unification of Decision Making | May 20, 2024 | Decision 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 |
| Meta-Models: An Architecture for Decoding LLM Behaviors Through Interpreted Embeddings and Natural Language | Oct 3, 2024 | Decision 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 |
| Bio-inspired spike-based Hippocampus and Posterior Parietal Cortex models for robot navigation and environment pseudo-mapping | May 22, 2023 | Decision MakingHippocampus | 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 |
| CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports | Oct 24, 2023 | Decision MakingDomain Adaptation | 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 |
| CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements | Jun 30, 2011 | Decision Making | 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 |
| Conformal Depression Prediction | May 29, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 | 5 |
| Cross-lingual Argument Mining in the Medical Domain | Jan 25, 2023 | Argument MiningData Augmentation | CodeCode Available | 0 | 5 |
| CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems | Feb 27, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| COVID-Net Biochem: An Explainability-driven Framework to Building Machine Learning Models for Predicting Survival and Kidney Injury of COVID-19 Patients from Clinical and Biochemistry Data | Apr 24, 2022 | Decision MakingInjury Prediction | CodeCode Available | 0 | 5 |
| Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation | May 29, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data | Jan 19, 2022 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| An image-computable model of speeded decision-making | Mar 25, 2024 | Decision Makingmodel | CodeCode Available | 0 | 5 |
| Conformal Prediction for Dose-Response Models with Continuous Treatments | Sep 30, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 | 5 |
| Counterfactual Risk Assessments, Evaluation, and Fairness | Aug 30, 2019 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| BIG-MoE: Bypass Isolated Gating MoE for Generalized Multimodal Face Anti-Spoofing | Dec 24, 2024 | Decision MakingFace Anti-Spoofing | CodeCode Available | 0 | 5 |
| Big Earth Data and Machine Learning for Sustainable and Resilient Agriculture | Nov 22, 2022 | Decision MakingEarth Observation | CodeCode Available | 0 | 5 |
| Model-Based Counterfactual Explanations Incorporating Feature Space Attributes for Tabular Data | Apr 20, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Conformal Prediction Sets Improve Human Decision Making | Jan 24, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 | 5 |
| Counterfactual Prediction Under Outcome Measurement Error | Feb 22, 2023 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models | Aug 21, 2024 | counterfactualDecision 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 |
| 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 |
| Decision Making in Non-Stationary Environments with Policy-Augmented Search | Jan 6, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
