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Decision Making

Papers

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Showing 11901–11950 of 12311 papers

TitleStatusHype
Characterizing the Decision Boundary of Deep Neural NetworksCode0
Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional DataCode0
One-Shot Decision-Making with and without SurrogatesCode0
Interpretable Concept-Based Memory ReasoningCode0
Long-Term Fair Decision Making through Deep Generative ModelsCode0
Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models InsteadCode0
Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness EvaluationCode0
Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic RegressionCode0
Thinking inside The Box: Learning Hypercube Representations for Group RecommendationCode0
Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric AssessmentsCode0
Think Too Fast Nor Too Slow: The Computational Trade-off Between Planning And Reinforcement LearningCode0
Synthetic location trajectory generation using categorical diffusion modelsCode0
Resolving the measurement uncertainty paradox in ecological managementCode0
Synthetic sampling from small datasets: A modified mega-trend diffusion approach using k-nearest neighborsCode0
This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopyCode0
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion ClassificationCode0
Synthpop++: A Hybrid Framework for Generating A Country-scale Synthetic PopulationCode0
Systematic analysis of the impact of label noise correction on ML FairnessCode0
Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNsCode0
This Must Be the Place: Predicting Engagement of Online Communities in a Large-scale Distributed CampaignCode0
Skill Disentanglement for Imitation Learning from Suboptimal DemonstrationsCode0
Thompson Sampling Algorithms for Mean-Variance BanditsCode0
Towards Visual Question Answering on Pathology ImagesCode0
Wait, that's not an option: LLMs Robustness with Incorrect Multiple-Choice OptionsCode0
XAI for In-hospital Mortality Prediction via Multimodal ICU DataCode0
Safe Collaborative FilteringCode0
Scalable Multi-Agent Lab Framework for Lab OptimizationCode0
Segmenting the FutureCode0
SweiNet: Deep Learning Based Uncertainty Quantification for Ultrasound Shear Wave Elasticity ImagingCode0
VIGNETTE: Socially Grounded Bias Evaluation for Vision-Language ModelsCode0
RV4JaCa -- Runtime Verification for Multi-Agent SystemsCode0
Swarm Characteristics Classification Using Neural NetworksCode0
Why model why? Assessing the strengths and limitations of LIMECode0
Thompson Sampling via Local UncertaintyCode0
ViQAgent: Zero-Shot Video Question Answering via Agent with Open-Vocabulary Grounding ValidationCode0
Surround-View Cameras based Holistic Visual Perception for Automated DrivingCode0
Surrogate-assisted parallel tempering for Bayesian neural learningCode0
Sum-of-Parts: Faithful Attributions for Groups of FeaturesCode0
TraCE: Trajectory Counterfactual Explanation ScoresCode0
TRACE: Transformer-based Risk Assessment for Clinical EvaluationCode0
Risk-Averse Reinforcement Learning: An Optimal Transport Perspective on Temporal Difference LearningCode0
Using Machine Learning to Test Causal Hypotheses in Conjoint AnalysisCode0
Predicting radiotherapy patient outcomes with real-time clinical data using mathematical modellingCode0
When Neural Code Completion Models Size up the Situation: Attaining Cheaper and Faster Completion through Dynamic Model InferenceCode0
ROSA: A Knowledge-based Solution for Robot Self-AdaptationCode0
Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution SummarizationsCode0
RORA: Robust Free-Text Rationale EvaluationCode0
Warm-Start Variational Quantum Policy IterationCode0
Thresholding Classifiers to Maximize F1 ScoreCode0
Thresholding Graph Bandits with GrAPLCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified