| Bayes-Optimal Classifiers under Group Fairness | Feb 20, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| CTP:A Causal Interpretable Model for Non-Communicable Disease Progression Prediction | Aug 18, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 0 |
| A Practical Guide to Sample-based Statistical Distances for Evaluating Generative Models in Science | Mar 19, 2024 | Decision Making | CodeCode Available | 0 |
| Reasoning with trees: interpreting CNNs using hierarchies | Jun 19, 2024 | Decision MakingSegmentation | CodeCode Available | 0 |
| Multimodal Probabilistic Model-Based Planning for Human-Robot Interaction | Oct 25, 2017 | Decision Making | CodeCode Available | 0 |
| Advancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model Development | Sep 24, 2023 | 3D Lane DetectionDecision Making | CodeCode Available | 0 |
| Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming | Jan 20, 2022 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling | Oct 3, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Online Learning with Costly Features in Non-stationary Environments | Jul 18, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Multimodal Structure-Aware Quantum Data Processing | Nov 6, 2024 | Decision Makingimage-classification | CodeCode Available | 0 |
| Global Geolocated Realtime Data of Interfleet Urban Transit Bus Idling | Mar 6, 2024 | Decision MakingManagement | CodeCode Available | 0 |
| OWLed: Outlier-weighed Layerwise Pruning for Efficient Autonomous Driving Framework | Nov 12, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Efficient computation of counterfactual explanations of LVQ models | Aug 2, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Global Stock Market Volatility Forecasting Incorporating Dynamic Graphs and All Trading Days | Sep 6, 2024 | AllDecision Making | CodeCode Available | 0 |
| CookDial: A dataset for task-oriented dialogs grounded in procedural documents | Jun 17, 2022 | Decision MakingResponse Generation | CodeCode Available | 0 |
| GloSoFarID: Global multispectral dataset for Solar Farm IDentification in satellite imagery | Apr 8, 2024 | Decision Making | CodeCode Available | 0 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games | Feb 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections | May 24, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| GLSFormer : Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos | Jul 20, 2023 | Decision Making | CodeCode Available | 0 |
| Convex optimization for actionable \& plausible counterfactual explanations | May 17, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Conversational Disease Diagnosis via External Planner-Controlled Large Language Models | Apr 4, 2024 | Active LearningDecision Making | CodeCode Available | 0 |
| Efficient Exploration of the Rashomon Set of Rule Set Models | Jun 5, 2024 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| A Human-Grounded Evaluation Benchmark for Local Explanations of Machine Learning | Jan 16, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Iterative Forward Tuning Boosts In-Context Learning in Language Models | May 22, 2023 | Decision MakingIn-Context Learning | CodeCode Available | 0 |
| Conversational AI for Positive-sum Retailing under Falsehood Control | May 1, 2022 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Corpus-level and Concept-based Explanations for Interpretable Document Classification | Apr 24, 2020 | ClassificationDecision Making | CodeCode Available | 0 |
| POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance | Jul 16, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Making Logic Learnable With Neural Networks | Feb 10, 2020 | Decision Making | CodeCode Available | 0 |
| Controllable Edge-Type-Specific Interpretation in Multi-Relational Graph Neural Networks for Drug Response Prediction | Aug 30, 2024 | Decision MakingDrug Response Prediction | CodeCode Available | 0 |
| Goal-based Course Recommendation | Dec 25, 2018 | Decision Making | CodeCode Available | 0 |
| Making Reliable and Flexible Decisions in Long-tailed Classification | Jan 23, 2025 | Decision Makingimage-classification | CodeCode Available | 0 |
| A Practical Guide to Multi-Objective Reinforcement Learning and Planning | Mar 17, 2021 | Decision MakingMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Efficient Learning of Optimal Individualized Treatment Rules for Heteroscedastic or Misspecified Treatment-Free Effect Models | Sep 6, 2021 | Decision Making | CodeCode Available | 0 |
| Addressing multiple metrics of group fairness in data-driven decision making | Mar 10, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits | Oct 25, 2022 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Approximate Control for Continuous-Time POMDPs | Feb 2, 2024 | Decision Making | CodeCode Available | 0 |
| Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction | Jun 2, 2024 | Decision Making | CodeCode Available | 0 |
| Contrastive Sparse Autoencoders for Interpreting Planning of Chess-Playing Agents | Jun 6, 2024 | Decision Making | CodeCode Available | 0 |
| Causal Interaction Trees: Tree-Based Subgroup Identification for Observational Data | Mar 6, 2020 | Decision Makingregression | CodeCode Available | 0 |
| Detecting critical treatment effect bias in small subgroups | Apr 29, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| GoalNet: Inferring Conjunctive Goal Predicates from Human Plan Demonstrations for Robot Instruction Following | May 14, 2022 | Decision MakingInstruction Following | CodeCode Available | 0 |
| IWISDM: Assessing instruction following in multimodal models at scale | Jun 20, 2024 | Decision MakingInstruction Following | CodeCode Available | 0 |
| Causal Fair Machine Learning via Rank-Preserving Interventional Distributions | Jul 24, 2023 | AttributeDecision Making | CodeCode Available | 0 |
| Detecting Conversational Mental Manipulation with Intent-Aware Prompting | Dec 11, 2024 | Decision Making | CodeCode Available | 0 |
| MALOnt: An Ontology for Malware Threat Intelligence | Jun 20, 2020 | Decision MakingGraph Generation | CodeCode Available | 0 |
| A Dual-Perspective Metaphor Detection Framework Using Large Language Models | Dec 23, 2024 | Decision MakingKnowledge Graphs | CodeCode Available | 0 |
| GOAt: Explaining Graph Neural Networks via Graph Output Attribution | Jan 26, 2024 | AttributeDecision Making | CodeCode Available | 0 |
| AALF: Almost Always Linear Forecasting | Sep 16, 2024 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Detecting and Mitigating System-Level Anomalies of Vision-Based Controllers | Sep 23, 2023 | Decision MakingSelf-Driving Cars | CodeCode Available | 0 |
| Causal Discovery with Attention-Based Convolutional Neural Networks | Jan 7, 2019 | Causal DiscoveryDecision Making | CodeCode Available | 0 |