| Balancing Biases and Preserving Privacy on Balanced Faces in the Wild | Mar 16, 2021 | Decision MakingDomain Adaptation | CodeCode Available | 1 | 5 |
| Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations | Mar 6, 2024 | Decision 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 |
| BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations | May 31, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| BayesianFitForecast: A User-Friendly R Toolbox for Parameter Estimation and Forecasting with Ordinary Differential Equations | Nov 8, 2024 | Bayesian InferenceDecision Making | CodeCode Available | 1 | 5 |
| Rejecting Hallucinated State Targets during Planning | Oct 9, 2024 | Decision MakingOut-of-Distribution Generalization | 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 |
| Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography | Jun 24, 2019 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Medical Dead-ends and Learning to Identify High-risk States and Treatments | Oct 8, 2021 | Decision MakingSequential Decision Making | CodeCode Available | 1 | 5 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 | 5 |
| Benchmarking Data Science Agents | Feb 27, 2024 | BenchmarkingCode Generation | CodeCode Available | 1 | 5 |
| Goal-directed graph construction using reinforcement learning | Jan 30, 2020 | Decision Makinggraph construction | CodeCode Available | 1 | 5 |
| FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification | Jan 14, 2025 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Fair Tree Classifier using Strong Demographic Parity | Oct 18, 2021 | AttributeClassification | 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 |
| FairRR: Pre-Processing for Group Fairness through Randomized Response | Mar 12, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| FairSight: Visual Analytics for Fairness in Decision Making | Aug 1, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 | 5 |
| Faithful and Plausible Explanations of Medical Code Predictions | Apr 16, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved | Nov 27, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Algorithms for Fairness in Sequential Decision Making | Jan 24, 2019 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Fairness in Multi-Task Learning via Wasserstein Barycenters | Jun 16, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Action and Perception as Divergence Minimization | Sep 3, 2020 | Decision MakingRepresentation Learning | CodeCode Available | 0 | 5 |
| FairNN- Conjoint Learning of Fair Representations for Fair Decisions | Apr 5, 2020 | ClassificationDecision Making | 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 |
