| ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images | Jun 20, 2024 | Decision MakingMedical Image Analysis | CodeCode Available | 1 | 5 |
| BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis | Apr 23, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 | 5 |
| How Crucial is Transformer in Decision Transformer? | Nov 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Learning Multi-Level Hierarchies with Hindsight | Dec 4, 2017 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment | May 23, 2024 | Decision MakingDomain Generalization | CodeCode Available | 1 | 5 |
| Goal-directed graph construction using reinforcement learning | Jan 30, 2020 | Decision Makinggraph construction | CodeCode Available | 1 | 5 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding | Nov 9, 2015 | Decision MakingDecoder | CodeCode Available | 1 | 5 |
| Inherently Interpretable Time Series Classification via Multiple Instance Learning | Nov 16, 2023 | Decision MakingMultiple Instance Learning | CodeCode Available | 1 | 5 |
| ml_edm package: a Python toolkit for Machine Learning based Early Decision Making | Aug 23, 2024 | Decision MakingEarly Classification | CodeCode Available | 1 | 5 |
| Benchmarking saliency methods for chest X-ray interpretation | Oct 10, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| Federated Online Clustering of Bandits | Aug 31, 2022 | ClusteringDecision Making | CodeCode Available | 0 | 5 |
| Federated Learning for Non-factorizable Models using Deep Generative Prior Approximations | May 25, 2024 | Decision MakingEpidemiology | CodeCode Available | 0 | 5 |
| Features Understanding in 3D CNNs for Actions Recognition in Video | Oct 1, 2020 | Action RecognitionDecision Making | CodeCode Available | 0 | 5 |
| Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning | May 24, 2024 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| FedQV: Leveraging Quadratic Voting in Federated Learning | Jan 2, 2024 | Decision MakingFederated Learning | CodeCode Available | 0 | 5 |
| Feature Interaction Aware Automated Data Representation Transformation | Sep 29, 2023 | Automated Feature EngineeringDecision Making | CodeCode Available | 0 | 5 |
| FD-Vision Mamba for Endoscopic Exposure Correction | Feb 9, 2024 | Decision MakingExposure Correction | CodeCode Available | 0 | 5 |
| FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial Modeling | Oct 17, 2024 | Decision MakingDenoising | CodeCode Available | 0 | 5 |
| Action and Perception as Divergence Minimization | Sep 3, 2020 | Decision MakingRepresentation Learning | CodeCode Available | 0 | 5 |
| FDQN: A Flexible Deep Q-Network Framework for Game Automation | May 29, 2024 | Atari GamesDecision Making | CodeCode Available | 0 | 5 |
| Feature Forwarding for Efficient Single Image Dehazing | Apr 19, 2019 | Decision MakingDecoder | CodeCode Available | 0 | 5 |
| Feudal Graph Reinforcement Learning | Apr 11, 2023 | Decision MakingGraph Clustering | CodeCode Available | 0 | 5 |
| A new method of modeling the multi-stage decision-making process of CRT using machine learning with uncertainty quantification | Sep 15, 2023 | Decision MakingSpecificity | CodeCode Available | 0 | 5 |
| Actionable Recourse in Linear Classification | Sep 18, 2018 | ClassificationCredit score | CodeCode Available | 0 | 5 |
| Optimal design of experiments to identify latent behavioral types | Jul 10, 2018 | Decision MakingExperimental Design | CodeCode Available | 0 | 5 |
| Fast and robust curve skeletonization for real-world elongated objects | Feb 24, 2017 | Decision Making | CodeCode Available | 0 | 5 |
| False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA Classifiers | Jul 10, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Faithfulness Tests for Natural Language Explanations | May 29, 2023 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Faithful Question Answering with Monte-Carlo Planning | May 4, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 | 5 |
| FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems | Jan 28, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| FairSight: Visual Analytics for Fairness in Decision Making | Aug 1, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 | 5 |
| Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values | Mar 3, 2023 | Data ValuationDecision Making | CodeCode Available | 0 | 5 |
| Fair Tree Classifier using Strong Demographic Parity | Oct 18, 2021 | AttributeClassification | CodeCode Available | 0 | 5 |
| FairNN- Conjoint Learning of Fair Representations for Fair Decisions | Apr 5, 2020 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Algorithms for Fairness in Sequential Decision Making | Jan 24, 2019 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| FairRR: Pre-Processing for Group Fairness through Randomized Response | Mar 12, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification | Jan 14, 2025 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Fairness in Multi-Task Learning via Wasserstein Barycenters | Jun 16, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved | Nov 27, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Fairness Auditing with Multi-Agent Collaboration | Feb 13, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes | Jan 3, 2024 | Decision MakingHeuristic Search | CodeCode Available | 0 | 5 |
| Fairness-Aware Online Personalization | Jul 30, 2020 | Cloud ComputingDecision Making | CodeCode Available | 0 | 5 |
| Fairness and Missing Values | May 29, 2019 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Evaluating Robustness of Counterfactual Explanations | Mar 3, 2021 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Fairness for Robust Log Loss Classification | Mar 10, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Policy-Gradient Training of Fair and Unbiased Ranking Functions | Nov 19, 2019 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Fair Multiple Decision Making Through Soft Interventions | Dec 1, 2020 | Decision MakingFairness | CodeCode Available | 0 | 5 |
