| Optimal Learning for Structured Bandits | Jul 14, 2020 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| RALACs: Action Recognition in Autonomous Vehicles using Interaction Encoding and Optical Flow | Sep 28, 2022 | Action ClassificationAction Detection | CodeCode Available | 0 |
| Novel-view X-ray Projection Synthesis through Geometry-Integrated Deep Learning | Apr 16, 2025 | AnatomyDecision Making | CodeCode Available | 0 |
| Incremental Residual Concept Bottleneck Models | Apr 13, 2024 | Decision MakingDescriptive | CodeCode Available | 0 |
| In-Database Data Imputation | Jan 7, 2024 | Decision MakingImputation | CodeCode Available | 0 |
| CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues | Jun 4, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot Navigation | Mar 26, 2025 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 0 |
| PeRView: A Framework for Personalized Review Selection Using Micro-Reviews | Apr 23, 2018 | Decision Making | CodeCode Available | 0 |
| FairRR: Pre-Processing for Group Fairness through Randomized Response | Mar 12, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values | Mar 3, 2023 | Data ValuationDecision Making | CodeCode Available | 0 |
| FairSight: Visual Analytics for Fairness in Decision Making | Aug 1, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 |
| LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal Text | Sep 24, 2018 | Decision MakingInformation Retrieval | CodeCode Available | 0 |
| Quantifying consensus of rankings based on q-support patterns | May 30, 2019 | Decision MakingInformation Retrieval | CodeCode Available | 0 |
| Fair Tree Classifier using Strong Demographic Parity | Oct 18, 2021 | AttributeClassification | CodeCode Available | 0 |
| FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification | Jan 14, 2025 | AttributeDecision Making | CodeCode Available | 0 |
| Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods | Jul 26, 2022 | AttributeDecision Making | CodeCode Available | 0 |
| Less, but Stronger: On the Value of Strong Heuristics in Semi-supervised Learning for Software Analytics | Feb 3, 2023 | Decision Making | CodeCode Available | 0 |
| Faithful and Plausible Explanations of Medical Code Predictions | Apr 16, 2021 | Decision Making | CodeCode Available | 0 |
| NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach | Aug 15, 2021 | Decision MakingImage Registration | CodeCode Available | 0 |
| InDL: A New Dataset and Benchmark for In-Diagram Logic Interpretation based on Visual Illusion | May 28, 2023 | BenchmarkingDecision Making | CodeCode Available | 0 |
| NPB-REC: Non-parametric Assessment of Uncertainty in Deep-learning-based MRI Reconstruction from Undersampled Data | Aug 8, 2022 | Decision MakingImage Reconstruction | CodeCode Available | 0 |
| De-biasing "bias" measurement | May 11, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Faithfulness Tests for Natural Language Explanations | May 29, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| ProgressiveSpinalNet architecture for FC layers | Mar 21, 2021 | Decision MakingFine-Grained Image Classification | CodeCode Available | 0 |
| Faithful Question Answering with Monte-Carlo Planning | May 4, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs | Oct 14, 2018 | Decision MakingMotion Forecasting | CodeCode Available | 0 |
| Modeling Network-level Traffic Flow Transitions on Sparse Data | Aug 13, 2022 | Decision MakingImputation | CodeCode Available | 0 |
| Inductive Biases for Zero-shot Systematic Generalization in Language-informed Reinforcement Learning | Jan 25, 2025 | Decision MakingSystematic Generalization | CodeCode Available | 0 |
| 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 |
| Empirical analysis of representation learning and exploration in neural kernel bandits | Nov 5, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Neuro-Symbolic Learning of Answer Set Programs from Raw Data | May 25, 2022 | Decision Making | CodeCode Available | 0 |
| Modeling of spatially embedded networks via regional spatial graph convolutional networks | Jun 20, 2024 | Component ClassificationDecision Making | CodeCode Available | 0 |
| An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making | Oct 19, 2024 | Decision MakingDiversity | CodeCode Available | 0 |
| Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control | Sep 4, 2019 | Decision MakingOpen-Ended Question Answering | CodeCode Available | 0 |
| Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees | Oct 14, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Inference in Probabilistic Graphical Models by Graph Neural Networks | Mar 21, 2018 | Decision Making | CodeCode Available | 0 |
| Numerical Reasoning for Financial Reports | Dec 22, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| Numerical solution of a PDE arising from prediction with expert advice | Jun 9, 2024 | Decision Making | CodeCode Available | 0 |
| Fast and robust curve skeletonization for real-world elongated objects | Feb 24, 2017 | Decision Making | CodeCode Available | 0 |
| Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine Learning | May 6, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Inference on Optimal Dynamic Policies via Softmax Approximation | Mar 8, 2023 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Anderson Acceleration for Partially Observable Markov Decision Processes: A Maximum Entropy Approach | Nov 28, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Modeling somatic computation with non-neural bioelectric networks | Dec 9, 2019 | Decision Making | CodeCode Available | 0 |
| A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models | Feb 21, 2025 | Decision MakingKnowledge Distillation | CodeCode Available | 0 |
| Leveraging AI for Automatic Classification of PCOS Using Ultrasound Imaging | Dec 30, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| DeBayes: a Bayesian Method for Debiasing Network Embeddings | Feb 26, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Leveraging automatic strategy discovery to teach people how to select better projects | Jun 6, 2024 | Decision Making | CodeCode Available | 0 |
| Inferring learning rules from animal decision-making | Dec 1, 2020 | Decision Making | CodeCode Available | 0 |
| Dealing with Expert Bias in Collective Decision-Making | Jun 25, 2021 | Decision Making | CodeCode Available | 0 |