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Decision Making

Papers

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Showing 1501–1550 of 12311 papers

TitleStatusHype
Self-supervised network distillation: an effective approach to exploration in sparse reward environmentsCode0
A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy TreesCode0
A Methodology and Software Architecture to Support Explainability-by-DesignCode0
Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamicsCode0
Explaining AI in Finance: Past, Present, ProspectsCode0
Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and HyperparametersCode0
Facial age estimation by deep residual decision makingCode0
Facial Emotion Recognition Under Mask Coverage Using a Data Augmentation TechniqueCode0
Faithful Question Answering with Monte-Carlo PlanningCode0
Modeling the effects of environmental and perceptual uncertainty using deterministic reinforcement learning dynamics with partial observabilityCode0
Excitation Dropout: Encouraging Plasticity in Deep Neural NetworksCode0
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making SystemsCode0
EVKG: An Interlinked and Interoperable Electric Vehicle Knowledge Graph for Smart Transportation SystemCode0
Fair Data Representation for Machine Learning at the Pareto FrontierCode0
Evolutionary Multi-Armed Bandits with Genetic Thompson SamplingCode0
Fairify: Fairness Verification of Neural NetworksCode0
A Survey of Online Experiment Design with the Stochastic Multi-Armed BanditCode0
Fairness for Robust Log Loss ClassificationCode0
ExClaim: Explainable Neural Claim Verification Using RationalizationCode0
One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design DecisionsCode0
Event-Based Contrastive Learning for Medical Time SeriesCode0
A Language Agent for Autonomous DrivingCode0
Event Detection on Dynamic GraphsCode0
Evidential Conditional Neural ProcessesCode0
Evaluating Short-Term Forecasting of Multiple Time Series in IoT EnvironmentsCode0
A knowledge-driven vowel-based approach of depression classification from speech using data augmentationCode0
Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of CareCode0
Fairness Explainability using Optimal Transport with Applications in Image ClassificationCode0
AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group RecommendationCode0
FairNN- Conjoint Learning of Fair Representations for Fair DecisionsCode0
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records DataCode0
Evaluating model calibration in classificationCode0
FairSight: Visual Analytics for Fairness in Decision MakingCode0
Fair Tree Classifier using Strong Demographic ParityCode0
Evaluating the Faithfulness of Saliency-based Explanations for Deep Learning Models for Temporal Colour ConstancyCode0
A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier ModelsCode0
Evaluating Deep Taylor Decomposition for Reliability Assessment in the WildCode0
Assessing the Effectiveness of GPT-3 in Detecting False Political Statements: A Case Study on the LIAR DatasetCode0
ET5: A Novel End-to-end Framework for Conversational Machine Reading ComprehensionCode0
"Even if ..." -- Diverse Semifactual Explanations of RejectCode0
Assessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-makingCode0
FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial ModelingCode0
Addressing Myopic Constrained POMDP Planning with Recursive Dual AscentCode0
Estimating Average Treatment Effects via Orthogonal RegularizationCode0
Estimating Expected Calibration ErrorsCode0
Features Understanding in 3D CNNs for Actions Recognition in VideoCode0
Learning to Play General-Sum Games Against Multiple Boundedly Rational AgentsCode0
Optimal and efficient text counterfactuals using Graph Neural NetworksCode0
Estimating Treatment Effects Under Heterogeneous InterferenceCode0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified