| Multi-armed Bandits with Missing Outcome | Nov 8, 2024 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Long-Horizon Rollout via Dynamics Diffusion for Offline Reinforcement Learning | May 29, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Differential Privacy in Cooperative Multiagent Planning | Jan 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction | Nov 17, 2021 | AttributeBinary Relation Extraction | CodeCode Available | 0 |
| A Reinforcement Learning Approach to Sensing Design in Resource-Constrained Wireless Networked Control Systems | Apr 1, 2022 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Adaptive Action Duration with Contextual Bandits for Deep Reinforcement Learning in Dynamic Environments | Jun 17, 2025 | Atari GamesBoard Games | CodeCode Available | 0 |
| Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline Methodology | Feb 19, 2021 | Binary ClassificationClassification | CodeCode Available | 0 |
| Differentially Private Regret Minimization in Episodic Markov Decision Processes | Dec 20, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? | May 1, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Hierarchical Decision Making by Generating and Following Natural Language Instructions | Jun 3, 2019 | Decision Making | CodeCode Available | 0 |
| Dynamic Accumulated Attention Map for Interpreting Evolution of Decision-Making in Vision Transformer | Mar 18, 2025 | Decision Making | CodeCode Available | 0 |
| A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms | Jul 19, 2022 | Decision MakingFault Diagnosis | CodeCode Available | 0 |
| Dynamic Adversarial Attacks on Autonomous Driving Systems | Dec 10, 2023 | Adversarial AttackAutonomous Driving | CodeCode Available | 0 |
| Gazing at Social Interactions Between Foraging and Decision Theory | Mar 30, 2022 | Decision MakingGaze Prediction | CodeCode Available | 0 |
| Dynamical Linear Bandits | Nov 16, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Dynamical symmetries in the fluctuation-driven regime: an application of Noether's theorem to noisy dynamical systems | Apr 13, 2025 | Decision Making | CodeCode Available | 0 |
| AdaFair: Cumulative Fairness Adaptive Boosting | Sep 17, 2019 | AttributeDecision Making | CodeCode Available | 0 |
| Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering | Mar 26, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Cautious Decision-Making for Tree Ensembles | Nov 19, 2023 | Decision Making | CodeCode Available | 0 |
| GeCo: Quality Counterfactual Explanations in Real Time | Jan 5, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Differentiable Fuzzy Neural Networks for Recommender Systems | May 9, 2025 | Decision MakingRecommendation Systems | CodeCode Available | 0 |
| MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python | Oct 4, 2019 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Cost-Efficient Online Decision Making: A Combinatorial Multi-Armed Bandit Approach | Aug 21, 2023 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Gender Bias in Decision-Making with Large Language Models: A Study of Relationship Conflicts | Oct 14, 2024 | Decision Making | CodeCode Available | 0 |
| Multicriteria decision support employing adaptive prediction in a tensor-based feature representation | Jan 12, 2024 | Decision MakingPrediction | CodeCode Available | 0 |
| Benchmarking Flexible Electric Loads Scheduling Algorithms under Market Price Uncertainty | Feb 4, 2020 | BenchmarkingDecision Making | CodeCode Available | 0 |
| A Deep Learning-Accelerated Data Assimilation and Forecasting Workflow for Commercial-Scale Geologic Carbon Storage | May 9, 2021 | Decision MakingManagement | CodeCode Available | 0 |
| Machine Learning-Accelerated Multi-Objective Design of Fractured Geothermal Systems | Nov 1, 2024 | Active LearningDecision Making | CodeCode Available | 0 |
| ACWA: An AI-driven Cyber-Physical Testbed for Intelligent Water Systems | Sep 27, 2023 | Decision MakingManagement | CodeCode Available | 0 |
| Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series | Apr 29, 2025 | Decision MakingPhotoplethysmography (PPG) | CodeCode Available | 0 |
| COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning | Nov 1, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Multi-criteria Rank-based Aggregation for Explainable AI | May 30, 2025 | Decision MakingFeature Importance | CodeCode Available | 0 |
| Introspective Learning : A Two-Stage Approach for Inference in Neural Networks | Sep 17, 2022 | Active LearningDecision Making | CodeCode Available | 0 |
| On Learning Informative Trajectory Embeddings for Imitation, Classification and Regression | Jan 16, 2025 | Autonomous DrivingClustering | CodeCode Available | 0 |
| Intuitions of Compromise: Utilitarianism vs. Contractualism | Oct 7, 2024 | Decision MakingPhilosophy | CodeCode Available | 0 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization | Dec 22, 2020 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control | May 27, 2024 | Decision MakingTraffic Signal Control | CodeCode Available | 0 |
| Cautious Calibration in Binary Classification | Aug 9, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| A New Bandit Setting Balancing Information from State Evolution and Corrupted Context | Nov 16, 2020 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| Correcting Predictions for Approximate Bayesian Inference | Sep 11, 2019 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Dynamic Hierarchical Dirichlet Process for Abnormal Behaviour Detection in Video | Jun 27, 2016 | Decision Making | CodeCode Available | 0 |
| Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making | Feb 21, 2018 | ClusteringDecision Making | CodeCode Available | 0 |
| A Confidence Machine for Sparse High-Order Interaction Model | May 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice | Feb 13, 2020 | Decision Making | CodeCode Available | 0 |
| Inverse Contextual Bandits: Learning How Behavior Evolves over Time | Jul 13, 2021 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Inverse decision-making using neural amortized Bayesian actors | Sep 4, 2024 | AttributeBayesian Inference | CodeCode Available | 0 |
| A Reinforcement Learning Approach for Robotic Unloading from Visual Observations | Sep 12, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Differentiable Distributionally Robust Optimization Layers | Jun 24, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Prototypical Self-Explainable Models Without Re-training | Dec 13, 2023 | Decision MakingExplainable Models | CodeCode Available | 0 |