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Decision Making

Papers

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Showing 10501–10550 of 12311 papers

TitleStatusHype
Reducing complexity and unidentifiability when modelling human atrial cellsCode0
Diverse Policies Converge in Reward-free Markov Decision ProcesseCode0
Counterfactual Risk Assessments, Evaluation, and FairnessCode0
SHAP-XRT: The Shapley Value Meets Conditional Independence TestingCode0
One step closer to unbiased aleatoric uncertainty estimationCode0
Challenges of learning multi-scale dynamics with AI weather models: Implications for stability and one solutionCode0
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble ForecastsCode0
Distributional Multi-Objective Decision MakingCode0
From Soft Classifiers to Hard Decisions: How fair can we be?Code0
Does Causal Coherence Predict Online Spread of Social Media?Code0
From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation TaskCode0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
On Evaluating Explanation Utility for Human-AI Decision Making in NLPCode0
PlotMap: Automated Layout Design for Building Game WorldsCode0
From Two-Dimensional to Three-Dimensional Environment with Q-Learning: Modeling Autonomous Navigation with Reinforcement Learning and no LibrariesCode0
Does mitigating ML's impact disparity require treatment disparity?Code0
From Uncertainty to Precision: Enhancing Binary Classifier Performance through CalibrationCode0
From Understanding the World to Intervening in It: A Unified Multi-Scale Framework for Embodied CognitionCode0
Distraction is All You Need for FairnessCode0
Counterfactual Prediction Under Outcome Measurement ErrorCode0
Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNetCode0
Counterfactually Comparing Abstaining ClassifiersCode0
Lookahead Pathology in Monte-Carlo Tree SearchCode0
PMAT: Optimizing Action Generation Order in Multi-Agent Reinforcement LearningCode0
A Self-explaining Neural Architecture for Generalizable Concept LearningCode0
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?Code0
Counterfactual Generative Models for Time-Varying TreatmentsCode0
Achieving Long-Term Fairness in Sequential Decision MakingCode0
Do LLMs Strategically Reveal, Conceal, and Infer Information? A Theoretical and Empirical Analysis in The Chameleon GameCode0
Reasoning about Counterfactuals to Improve Human Inverse Reinforcement LearningCode0
Better Batch for Deep Probabilistic Time Series ForecastingCode0
LoRA Users Beware: A Few Spurious Tokens Can Manipulate Your Finetuned ModelCode0
Amortized Bayesian Decision Making for simulation-based modelsCode0
Functional Linear Regression of Cumulative Distribution FunctionsCode0
Distance Weighted Supervised Learning for Offline Interaction DataCode0
A Risk-Sensitive Approach to Policy OptimizationCode0
Loss-Aversively Fair ClassificationCode0
Fundamental Limits for Sensor-Based Robot ControlCode0
Loss Bounds for Approximate Influence-Based AbstractionCode0
Reinforced Cross-modal Alignment for Radiology Report GenerationCode0
Counterfactual Fairness by Combining Factual and Counterfactual PredictionsCode0
Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision MakingCode0
Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive CareCode0
Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic CollaborationCode0
Do Performance Aspirations Matter for Guiding Software Configuration Tuning?Code0
DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate AppraisalCode0
Disentangled behavioural representationsCode0
Challenging common interpretability assumptions in feature attribution explanationsCode0
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model FairnessCode0
Discrete-Time Distribution Steering using Monte Carlo Tree SearchCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified