| Contextual Bilevel Reinforcement Learning for Incentive Alignment | Jun 3, 2024 | Bilevel OptimizationDecision Making | CodeCode Available | 0 |
| Visual Field Prediction using Recurrent Neural Network | Jun 10, 2019 | Decision MakingPrediction | CodeCode Available | 0 |
| A Generic Graph Sparsification Framework using Deep Reinforcement Learning | Dec 2, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| xCG: Explainable Cell Graphs for Survival Prediction in Non-Small Cell Lung Cancer | Nov 12, 2024 | Decision MakingSurvival Prediction | CodeCode Available | 0 |
| Visual Interaction Networks | Jun 5, 2017 | Decision Making | CodeCode Available | 0 |
| Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks | Feb 14, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability | Jun 20, 2024 | Decision Making | CodeCode Available | 0 |
| Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System | Jun 23, 2017 | Decision Making | CodeCode Available | 0 |
| Spacewalker: Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Data | Sep 25, 2024 | Decision Making | CodeCode Available | 0 |
| The Bayesian Prophet: A Low-Regret Framework for Online Decision Making | Jan 15, 2019 | Decision Making | CodeCode Available | 0 |
| The BECauSE Corpus 2.0: Annotating Causality and Overlapping Relations | Apr 1, 2017 | Decision Making | CodeCode Available | 0 |
| Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil | Jul 21, 2020 | Decision MakingEnsemble Learning | CodeCode Available | 0 |
| Toward Informed AV Decision-Making: Computational Model of Well-being and Trust in Mobility | May 21, 2025 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Search Algorithms for Automated Hyper-Parameter Tuning | Apr 29, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement Learning | Dec 3, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision | Jun 9, 2024 | Breast Cancer Histology Image ClassificationDecision Making | CodeCode Available | 0 |
| Toward Multi-Granularity Decision-Making: Explicit Visual Reasoning with Hierarchical Knowledge | Jan 1, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| Sound Heuristic Search Value Iteration for Undiscounted POMDPs with Reachability Objectives | Jun 5, 2024 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| Robot-based facade spatial assembly optimization | Aug 1, 2020 | Decision MakingPosition | CodeCode Available | 0 |
| Toward Policy Explanations for Multi-Agent Reinforcement Learning | Apr 26, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomes | Jun 1, 2020 | Decision Making | CodeCode Available | 0 |
| Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes | Nov 14, 2022 | Decision MakingMissing Values | CodeCode Available | 0 |
| Tree-Based Leakage Inspection and Control in Concept Bottleneck Models | Oct 8, 2024 | Decision Making | CodeCode Available | 0 |
| Vaccine allocation policy optimization and budget sharing mechanism using Thompson sampling | Sep 21, 2021 | Decision MakingManagement | CodeCode Available | 0 |
| Towards a Common Implementation of Reinforcement Learning for Multiple Robotic Tasks | Feb 21, 2017 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification | May 9, 2025 | Decision Makingtext-classification | CodeCode Available | 0 |
| Examining marginal properness in the external validation of survival models with squared and logarithmic losses | Dec 10, 2022 | AutoMLDecision Making | CodeCode Available | 0 |
| The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making | Jan 21, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Riemann Sum Optimization for Accurate Integrated Gradients Computation | Oct 5, 2024 | Decision MakingForm | CodeCode Available | 0 |
| Shapley Chains: Extending Shapley Values to Classifier Chains | Mar 30, 2023 | AttributeDecision Making | CodeCode Available | 0 |
| Validation and Comparison of Non-Stationary Cognitive Models: A Diffusion Model Application | Dec 7, 2023 | Decision Making | CodeCode Available | 0 |
| The Consciousness Prior | Sep 25, 2017 | Decision MakingForm | CodeCode Available | 0 |
| Universal Off-Policy Evaluation | Apr 26, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Shapelet-Based Counterfactual Explanations for Multivariate Time Series | Aug 22, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification | Jun 10, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Value-Distributional Model-Based Reinforcement Learning | Aug 12, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| TRIAGE: Ethical Benchmarking of AI Models Through Mass Casualty Simulations | Oct 10, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Visualization of Emergency Department Clinical Data for Interpretable Patient Phenotyping | Jul 5, 2019 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| Shallow decision-making analysis in General Video Game Playing | Jun 4, 2018 | AI AgentDecision Making | CodeCode Available | 0 |
| Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation | Jul 30, 2019 | Decision MakingLearning-To-Rank | CodeCode Available | 0 |
| Value Gradient Sampler: Sampling as Sequential Decision Making | Feb 18, 2025 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| The Data Addition Dilemma | Aug 8, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| TrolleyMod v1.0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles | Nov 14, 2018 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks | Oct 3, 2019 | Adversarial AttackDecision Making | CodeCode Available | 0 |
| Unleashing the Potential of Spiking Neural Networks by Dynamic Confidence | Mar 17, 2023 | Decision Making | CodeCode Available | 0 |
| Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract) | Mar 20, 2024 | Decision MakingTime Series | CodeCode Available | 0 |
| Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous Data | Jul 13, 2021 | Decision Making | CodeCode Available | 0 |
| Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer's Disease | Aug 8, 2018 | Decision Making | CodeCode Available | 0 |
| Stein ICP for Uncertainty Estimation in Point Cloud Matching | Jun 7, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Value of Information Analysis for rationalising information gathering in building energy analysis | May 25, 2023 | Decision MakingScheduling | CodeCode Available | 0 |