SOTAVerified

Decision Making

Papers

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Showing 11451–11500 of 12311 papers

TitleStatusHype
Actionable Recourse in Linear ClassificationCode0
A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy TreesCode0
A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game TheoryCode0
Perfectly Parallel Fairness Certification of Neural NetworksCode0
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series ClassificationCode0
Open-World Reinforcement Learning over Long Short-Term ImaginationCode0
Exploring weight initialization, diversity of solutions, and degradation in recurrent neural networks trained for temporal and decision-making tasksCode0
Model Agnostic Local Explanations of RejectCode0
Model-Based Counterfactual Explanations Incorporating Feature Space Attributes for Tabular DataCode0
A Stochastic Alternating Balance k-Means Algorithm for Fair ClusteringCode0
An FEA surrogate model with Boundary Oriented Graph Embedding approachCode0
Learning to be Fair: A Consequentialist Approach to Equitable Decision-MakingCode0
Implicit Generative Prior for Bayesian Neural NetworksCode0
Learning to Complement and to Defer to Multiple UsersCode0
Achieving Well-Informed Decision-Making in Drug Discovery: A Comprehensive Calibration Study using Neural Network-Based Structure-Activity ModelsCode0
Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in VideosCode0
A new method of modeling the multi-stage decision-making process of CRT using machine learning with uncertainty quantificationCode0
Peer-induced Fairness: A Causal Approach for Algorithmic Fairness AuditingCode0
Human-in-the-loop Fairness: Integrating Stakeholder Feedback to Incorporate Fairness Perspectives in Responsible AICode0
Operator World Models for Reinforcement LearningCode0
Importance Prioritized Policy DistillationCode0
OpinionConv: Conversational Product Search with Grounded OpinionsCode0
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation TreeCode0
Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement LearningCode0
An Ensemble Framework for Probabilistic Short-Term Load Forecasting Based on BiTCN and Deep Attention NetworksCode0
NN2Rules: Extracting Rule List from Neural NetworksCode0
Procedural Dilemma Generation for Evaluating Moral Reasoning in Humans and Language ModelsCode0
Learning to Follow Instructions in Text-Based GamesCode0
Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and HyperparametersCode0
Learning to Generalize for Sequential Decision MakingCode0
ProjectionPathExplorer: Exploring Visual Patterns in Projected Decision-Making PathsCode0
ExPoSe: Combining State-Based Exploration with Gradient-Based Online SearchCode0
Learning to Generate Equitable Text in Dialogue from Biased Training DataCode0
DecomCAM: Advancing Beyond Saliency Maps through Decomposition and IntegrationCode0
Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPTCode0
Procedural Fairness and Its Relationship with Distributive Fairness in Machine LearningCode0
Procedural Fairness Through Decoupling Objectionable Data Generating ComponentsCode0
Model Calibration in Dense Classification with Adaptive Label PerturbationCode0
Extracting Diagnosis Pathways from Electronic Health Records Using Deep Reinforcement LearningCode0
Enhance Eye Disease Detection using Learnable Probabilistic Discrete Latents in Machine Learning ArchitecturesCode0
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of NeuroanatomyCode0
Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari GamesCode0
CLIMAX: An exploration of Classifier-Based Contrastive ExplanationsCode0
Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning GameCode0
Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian OptimizationCode0
Climate Adaptation with Reinforcement Learning: Experiments with Flooding and Transportation in CopenhagenCode0
Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance ImagingCode0
Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention NetworkCode0
An End-to-end Neural Natural Language Interface for DatabasesCode0
Facial age estimation by deep residual decision makingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified