| Risk-Aware Learning for Scalable Voltage Optimization in Distribution Grids | Oct 4, 2021 | Decision Making | CodeCode Available | 0 |
| VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow | Mar 28, 2025 | Decision Making | CodeCode Available | 0 |
| Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models | Feb 23, 2019 | Decision MakingDialogue Generation | CodeCode Available | 0 |
| Zero-Shot Reinforcement Learning via Function Encoders | Jan 30, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Robust Few-shot Learning Without Using any Adversarial Samples | Nov 3, 2022 | Decision MakingFew-Shot Learning | CodeCode Available | 0 |
| Sequence models for by-trial decoding of cognitive strategies from neural data | Apr 14, 2025 | Decision Making | CodeCode Available | 0 |
| The Impact of Humanoid Affect Expression on Human Behavior in a Game-Theoretic Setting | Jun 10, 2018 | Decision Making | CodeCode Available | 0 |
| Variational Bayesian Decision-making for Continuous Utilities | Feb 2, 2019 | Decision MakingVariational Inference | CodeCode Available | 0 |
| Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models | Sep 23, 2024 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| Unsupervised Learning of Effective Actions in Robotics | Apr 3, 2024 | Decision Making | CodeCode Available | 0 |
| Two steps to risk sensitivity | Nov 12, 2021 | Decision MakingDistributional Reinforcement Learning | CodeCode Available | 0 |
| Unsupervised Learning of Temporal Abstractions with Slot-based Transformers | Mar 25, 2022 | Decision Making | CodeCode Available | 0 |
| ViTree: Single-path Neural Tree for Step-wise Interpretable Fine-grained Visual Categorization | Jan 30, 2024 | Decision MakingFine-Grained Visual Categorization | CodeCode Available | 0 |
| Separating Rule Discovery and Global Solution Composition in a Learning Classifier System | Feb 3, 2022 | Decision Making | CodeCode Available | 0 |
| Solving the enigma: Deriving optimal explanations of deep networks | May 16, 2024 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| The impact of responding to patient messages with large language model assistance | Oct 26, 2023 | ChatbotDecision Making | CodeCode Available | 0 |
| Towards End-to-End Open Conversational Machine Reading | Oct 13, 2022 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| Weighted Sum-Rate Maximization With Causal Inference for Latent Interference Estimation | Nov 15, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Towards Engineering Fair and Equitable Software Systems for Managing Low-Altitude Airspace Authorizations | Jan 14, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration With Provable Guarantees | Sep 16, 2023 | Decision Making | CodeCode Available | 0 |
| Scalable and Interpretable One-class SVMs with Deep Learning and Random Fourier features | Apr 13, 2018 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| Towards explainable artificial intelligence (XAI) for early anticipation of traffic accidents | Jul 31, 2021 | Accident AnticipationDecision Making | CodeCode Available | 0 |
| The Importance of Time in Causal Algorithmic Recourse | Jun 8, 2023 | Decision Making | CodeCode Available | 0 |
| Risk-Aware Continuous Control with Neural Contextual Bandits | Dec 15, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Towards Explainable Collaborative Filtering with Taste Clusters Learning | Apr 27, 2023 | Collaborative FilteringDecision Making | CodeCode Available | 0 |
| The Initial Screening Order Problem | Jul 28, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Weight-of-evidence 2.0 with shrinkage and spline-binning | Jan 5, 2021 | Decision MakingFraud Detection | CodeCode Available | 0 |
| Sentiment analysis in tweets: an assessment study from classical to modern text representation models | May 29, 2021 | Decision MakingLanguage Modelling | CodeCode Available | 0 |
| Towards Explainable Multimodal Depression Recognition for Clinical Interviews | Jan 27, 2025 | Decision MakingDepression Detection | CodeCode Available | 0 |
| Towards Explainable Real Estate Valuation via Evolutionary Algorithms | Oct 11, 2021 | Decision MakingEvolutionary Algorithms | CodeCode Available | 0 |
| Towards Explaining Demographic Bias through the Eyes of Face Recognition Models | Aug 29, 2022 | Decision MakingFace Recognition | CodeCode Available | 0 |
| Solving morphological analogies: from retrieval to generation | Mar 30, 2023 | Decision MakingRetrieval | CodeCode Available | 0 |
| Sentiment Analysis based Multi-person Multi-criteria Decision Making Methodology using Natural Language Processing and Deep Learning for Smarter Decision Aid. Case study of restaurant choice using TripAdvisor reviews | Jul 31, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| SANDWICH: Towards an Offline, Differentiable, Fully-Trainable Wireless Neural Ray-Tracing Surrogate | Nov 13, 2024 | Decision MakingGPU | CodeCode Available | 0 |
| The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes | Mar 31, 2019 | BenchmarkingComputed Tomography (CT) | CodeCode Available | 0 |
| SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations | May 24, 2023 | Decision Making | CodeCode Available | 0 |
| Variational online learning of neural dynamics | Jul 27, 2017 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Variational Learning of Individual Survival Distributions | Mar 9, 2020 | Decision MakingSurvival Analysis | CodeCode Available | 0 |
| Unsupervised Video Object Segmentation for Deep Reinforcement Learning | May 20, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Reward-Centered ReST-MCTS: A Robust Decision-Making Framework for Robotic Manipulation in High Uncertainty Environments | Mar 7, 2025 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approach | Feb 10, 2022 | Decision MakingICU Admission | CodeCode Available | 0 |
| When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making | Aug 22, 2023 | Decision Making | CodeCode Available | 0 |
| Unveiling and unraveling aggregation and dispersion fallacies in group MCDM | Apr 18, 2023 | Decision Making | CodeCode Available | 0 |
| Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition | Jan 25, 2024 | Decision Making | CodeCode Available | 0 |
| Solving Long-run Average Reward Robust MDPs via Stochastic Games | Dec 21, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning | Feb 12, 2024 | Decision MakingDrift Detection | CodeCode Available | 0 |
| Robust Anytime Learning of Markov Decision Processes | May 31, 2022 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations | Sep 21, 2022 | Decision MakingManagement | CodeCode Available | 0 |
| Sensitivity-Aware Amortized Bayesian Inference | Oct 17, 2023 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Statistical Inference of the Value Function for Reinforcement Learning in Infinite Horizon Settings | Jan 13, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |