| Probability Estimation and Scheduling Optimization for Battery Swap Stations via LRU-Enhanced Genetic Algorithm and Dual-Factor Decision System | Apr 10, 2025 | Computational EfficiencyDecision Making | CodeCode Available | 0 |
| Mixed-Initiative Human-Robot Teaming under Suboptimality with Online Bayesian Adaptation | Mar 24, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded | Mar 2, 2018 | Chemical ProcessDecision Making | CodeCode Available | 0 |
| Learning optimal objective values for MILP | Nov 27, 2024 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning | May 5, 2021 | Adversarial AttackAnomaly Detection | CodeCode Available | 0 |
| Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies | Dec 6, 2021 | Decision Makingvalid | CodeCode Available | 0 |
| A Tree Search Algorithm for Sequence Labeling | Apr 29, 2018 | ChunkingDecision Making | CodeCode Available | 0 |
| Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility Rules | Apr 26, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Explanatory Paradigms in Neural Networks | Feb 24, 2022 | Decision Making | CodeCode Available | 0 |
| Learning Pairwise Interaction for Generalizable DeepFake Detection | Feb 26, 2023 | Decision MakingDeepFake Detection | CodeCode Available | 0 |
| Bootstrap Robust Prescriptive Analytics | Nov 27, 2017 | Decision Making | CodeCode Available | 0 |
| OpenDriver: An Open-Road Driver State Detection Dataset | Apr 9, 2023 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| Decomposing Natural Logic Inferences in Neural NLI | Dec 15, 2021 | Decision MakingNegation | CodeCode Available | 0 |
| Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection | Jan 6, 2025 | Decision MakingMixture-of-Experts | CodeCode Available | 0 |
| Algorithmic Fairness Verification with Graphical Models | Sep 20, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Algorithmic Decision-Making under Agents with Persistent Improvement | May 3, 2024 | Decision Making | CodeCode Available | 0 |
| A methodology to characterize bias and harmful stereotypes in natural language processing in Latin America | Jul 14, 2022 | Bias DetectionDecision Making | CodeCode Available | 0 |
| An active learning method for solving competitive multi-agent decision-making and control problems | Dec 23, 2022 | Active LearningDecision Making | CodeCode Available | 0 |
| MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under non-parameterized geometrical variability | May 22, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| A Theory of Decision Making Under Dynamic Context | Dec 1, 2015 | Decision Making | CodeCode Available | 0 |
| A Language Agent for Autonomous Driving | Nov 17, 2023 | Autonomous DrivingCommon Sense Reasoning | CodeCode Available | 0 |
| Learning Representations of Instruments for Partial Identification of Treatment Effects | Oct 11, 2024 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Learning Reward Models for Cooperative Trajectory Planning with Inverse Reinforcement Learning and Monte Carlo Tree Search | Feb 14, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Percentile Criterion Optimization in Offline Reinforcement Learning | Apr 7, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Boosting human decision-making with AI-generated decision aids | Mar 5, 2022 | Decision Making | CodeCode Available | 0 |
| Predicting erectile dysfunction after treatment for localized prostate cancer | Oct 1, 2021 | Decision Making | CodeCode Available | 0 |
| CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare | Dec 16, 2023 | Decision Making | CodeCode Available | 0 |
| Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry | Dec 30, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| IIEU: Rethinking Neural Feature Activation from Decision-Making | Jan 1, 2023 | Decision MakingRepresentation Learning | CodeCode Available | 0 |
| Boosting Deep Ensemble Performance with Hierarchical Pruning | Dec 7, 2021 | Decision MakingDiversity | CodeCode Available | 0 |
| Opening the Black Box: predicting the trainability of deep neural networks with reconstruction entropy | Jun 13, 2024 | Decision Making | CodeCode Available | 0 |
| Self-supervised network distillation: an effective approach to exploration in sparse reward environments | Feb 22, 2023 | Atari GamesDecision Making | CodeCode Available | 0 |
| Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting | Sep 13, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| A Survey on Deep Learning of Small Sample in Biomedical Image Analysis | Aug 1, 2019 | Active LearningData Augmentation | CodeCode Available | 0 |
| A churn prediction dataset from the telecom sector: a new benchmark for uplift modeling | Dec 12, 2023 | Decision MakingPrediction | CodeCode Available | 0 |
| Counterfactual Concept Bottleneck Models | Feb 2, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Learning Sparse Rewarded Tasks from Sub-Optimal Demonstrations | Apr 1, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Knowledge Transfer in Deep Reinforcement Learning via an RL-Specific GAN-Based Correspondence Function | Sep 14, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| CLIMB: A Benchmark of Clinical Bias in Large Language Models | Jul 7, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Exploring and steering the moral compass of Large Language Models | May 27, 2024 | AllDecision Making | CodeCode Available | 0 |
| Reading Like HER: Human Reading Inspired Extractive Summarization | Nov 1, 2019 | Decision MakingExtractive Summarization | CodeCode Available | 0 |
| An image-computable model of speeded decision-making | Mar 25, 2024 | Decision Makingmodel | CodeCode Available | 0 |
| Read it Twice: Towards Faithfully Interpretable Fact Verification by Revisiting Evidence | May 2, 2023 | Claim VerificationDecision Making | CodeCode Available | 0 |
| Imitation Learning from Purified Demonstrations | Oct 11, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Learning Structural Weight Uncertainty for Sequential Decision-Making | Dec 30, 2017 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in Games | Aug 12, 2024 | Atari GamesBoard Games | CodeCode Available | 0 |
| Exploring Computational User Models for Agent Policy Summarization | May 30, 2019 | Decision MakingImitation Learning | CodeCode Available | 0 |
| A Survey of Online Experiment Design with the Stochastic Multi-Armed Bandit | Oct 2, 2015 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making Applications | May 30, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Boosting cattle face recognition under uncontrolled scenes by embedding enhancement and optimization | Jun 27, 2024 | cow identificationDecision Making | CodeCode Available | 0 |