| 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 |
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| 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 |
