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| Mesh-Informed Reduced Order Models for Aneurysm Rupture Risk Prediction | Oct 4, 2024 | Decision Makingvalid | CodeCode Available | 0 |
| Probabilistic Logic Programming with Beta-Distributed Random Variables | Sep 20, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| EVKG: An Interlinked and Interoperable Electric Vehicle Knowledge Graph for Smart Transportation System | Apr 10, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 0 |
| How Inclusively do LMs Perceive Social and Moral Norms? | Feb 4, 2025 | Decision MakingDiversity | CodeCode Available | 0 |
| Network Formation and Dynamics Among Multi-LLMs | Feb 16, 2024 | Decision Making | CodeCode Available | 0 |
| Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in Radiology | Aug 10, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language Models | Jul 16, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling | Apr 26, 2022 | Decision MakingEvolutionary Algorithms | CodeCode Available | 0 |
| An Analysis of Robustness of Non-Lipschitz Networks | Oct 13, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Action and Perception as Divergence Minimization | Sep 3, 2020 | Decision MakingRepresentation Learning | CodeCode Available | 0 |
| On the Privacy Risks of Algorithmic Fairness | Nov 7, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies | Jul 11, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Modeling the effects of environmental and perceptual uncertainty using deterministic reinforcement learning dynamics with partial observability | Sep 15, 2021 | Decision Making | CodeCode Available | 0 |
| Metacontrol for Adaptive Imagination-Based Optimization | May 7, 2017 | Decision MakingReinforcement Learning | CodeCode Available | 0 |
| How Should We Represent History in Interpretable Models of Clinical Policies? | Dec 10, 2024 | Decision MakingRepresentation Learning | CodeCode Available | 0 |
| Learning Classifier Systems for Self-Explaining Socio-Technical-Systems | Jul 1, 2022 | Decision Making | CodeCode Available | 0 |
| Automated decision-making for dynamic task assignment at scale | Apr 28, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs | Jun 3, 2022 | Decision MakingKnowledge Graphs | CodeCode Available | 0 |
| Achieving Fairness in DareFightingICE Agents Evaluation Through a Delay Mechanism | Dec 26, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models | Feb 8, 2025 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Deep Neuroevolution of Recurrent and Discrete World Models | Apr 28, 2019 | Car RacingDecision Making | CodeCode Available | 0 |
| How to Control Hydrodynamic Force on Fluidic Pinball via Deep Reinforcement Learning | Apr 23, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal Control | Mar 18, 2025 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Improving the forecast accuracy of wind power by leveraging multiple hierarchical structure | Aug 7, 2023 | Decision Makingregression | CodeCode Available | 0 |
| An Unsupervised Video Game Playstyle Metric via State Discretization | Oct 3, 2021 | Atari GamesCar Racing | CodeCode Available | 0 |
| Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation | Jan 30, 2023 | Decision MakingGraph Attention | CodeCode Available | 0 |
| Learning credit assignment | Jan 10, 2020 | Decision MakingDeep Learning | CodeCode Available | 0 |
| An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks | Nov 10, 2021 | Decision MakingQuantization | CodeCode Available | 0 |
| Combining unsupervised and supervised learning for predicting the final stroke lesion | Jan 2, 2021 | Decision Making | CodeCode Available | 0 |
| Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs | Oct 17, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Learning Decision Policies with Instrumental Variables through Double Machine Learning | May 14, 2024 | Decision Makingregression | CodeCode Available | 0 |
| AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation | Aug 16, 2024 | Decision Making | CodeCode Available | 0 |
| How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors? | Oct 27, 2023 | Additive modelsAttribute | CodeCode Available | 0 |
| Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders | Mar 31, 2017 | Decision MakingDecoder | CodeCode Available | 0 |
| Learning Discrete State Abstractions With Deep Variational Inference | Mar 9, 2020 | Decision MakingMulti-Goal Reinforcement Learning | CodeCode Available | 0 |
| Alpha Elimination: Using Deep Reinforcement Learning to Reduce Fill-In during Sparse Matrix Decomposition | Oct 15, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Neural Bayesian Network Understudy | Nov 15, 2022 | Decision Making | CodeCode Available | 0 |
| Excitation Dropout: Encouraging Plasticity in Deep Neural Networks | May 23, 2018 | Decision MakingVideo Recognition | CodeCode Available | 0 |
| ExClaim: Explainable Neural Claim Verification Using Rationalization | Jan 21, 2023 | Claim VerificationDecision Making | CodeCode Available | 0 |
| Meta-Models: An Architecture for Decoding LLM Behaviors Through Interpreted Embeddings and Natural Language | Oct 3, 2024 | Decision Making | CodeCode Available | 0 |
| Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data | Oct 12, 2019 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Learning Dynamic Cognitive Map with Autonomous Navigation | Nov 13, 2024 | Autonomous NavigationDecision Making | CodeCode Available | 0 |
| Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting | Jun 28, 2023 | AllDecision Making | CodeCode Available | 0 |
| Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis | May 10, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Learning Dynamic Selection and Pricing of Out-of-Home Deliveries | Nov 23, 2023 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Deep Learning for Patient-Specific Kidney Graft Survival Analysis | May 29, 2017 | Decision MakingDeep Learning | CodeCode Available | 0 |
| On the Robustness of Adversarial Training Against Uncertainty Attacks | Oct 29, 2024 | Decision Making | CodeCode Available | 0 |
| Metaphor Detection with Cross-Lingual Model Transfer | Jun 1, 2014 | Decision MakingMachine Translation | CodeCode Available | 0 |
| Human-Algorithm Collaborative Bayesian Optimization for Engineering Systems | Apr 16, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |