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Decision Making

Papers

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Showing 701–750 of 12311 papers

TitleStatusHype
Fairness in Credit Scoring: Assessment, Implementation and Profit ImplicationsCode1
Fairness in Ranking under UncertaintyCode1
CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement LearningCode1
CertRL: Formalizing Convergence Proofs for Value and Policy Iteration in CoqCode1
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based OptimizationCode1
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT ImagesCode1
Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced DatasetsCode1
Beyond Trivial Counterfactual Explanations with Diverse Valuable ExplanationsCode1
Bias in Multimodal AI: Testbed for Fair Automatic RecruitmentCode1
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal DomainCode1
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam SearchCode1
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for SamplingCode1
Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing InducementsCode1
Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised LearningCode1
From point forecasts to multivariate probabilistic forecasts: The Schaake shuffle for day-ahead electricity price forecastingCode1
From Questions to Clinical Recommendations: Large Language Models Driving Evidence-Based Clinical Decision MakingCode1
CityLearn: Diverse Real-World Environments for Sample-Efficient Navigation Policy LearningCode1
From Attribution Maps to Human-Understandable Explanations through Concept Relevance PropagationCode1
Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian OptimisationCode1
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual ExplanationsCode1
Bidirectional Model-based Policy OptimizationCode1
Benchmarks for Deep Off-Policy EvaluationCode1
Generalized Policy Improvement Algorithms with Theoretically Supported Sample ReuseCode1
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-OffsCode1
Generating Hierarchical Explanations on Text Classification via Feature Interaction DetectionCode1
Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent ApplicationsCode1
Benchmarking saliency methods for chest X-ray interpretationCode1
BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned ApproximationsCode1
GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature FieldsCode1
GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural NetworksCode1
Beyond calibration: estimating the grouping loss of modern neural networksCode1
Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data to Predict DepressionCode1
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene UnderstandingCode1
Graph Neural Networks for Decentralized Multi-Robot Submodular Action SelectionCode1
Benchmarking Data Science AgentsCode1
Adaptive Stress Testing of Trajectory Predictions in Flight Management SystemsCode1
Long-term drought prediction using deep neural networks based on geospatial weather dataCode1
Habitizing Diffusion Planning for Efficient and Effective Decision MakingCode1
Bayesian Optimization with Conformal Prediction SetsCode1
HAZARD Challenge: Embodied Decision Making in Dynamically Changing EnvironmentsCode1
Bayesian Optimization of Risk MeasuresCode1
HFT: Lifting Perspective Representations via Hybrid Feature TransformationCode1
Deep hybrid models: infer and plan in a dynamic worldCode1
Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loadsCode1
Bayesian Safety Validation for Failure Probability Estimation of Black-Box SystemsCode1
Algorithmic Decision Making with Conditional FairnessCode1
BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous DrivingCode1
Algorithmic encoding of protected characteristics in image-based models for disease detectionCode1
HOP: History-and-Order Aware Pre-training for Vision-and-Language NavigationCode1
A friendly introduction to triangular transportCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified