| 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 | 5 |
| Disentangled behavioural representations | Dec 1, 2019 | Decision Making | CodeCode Available | 0 | 5 |
| Discrete-Time Distribution Steering using Monte Carlo Tree Search | Dec 9, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Agent-Arena: A General Framework for Evaluating Control Algorithms | Apr 8, 2025 | Decision Making | CodeCode Available | 0 | 5 |
| Distributional Multi-Objective Decision Making | May 9, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation | Dec 1, 2021 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Discovering collective narratives shifts in online discussions | Jul 17, 2023 | Change Point DetectionDecision Making | CodeCode Available | 0 | 5 |
| Active Object Detection with Knowledge Aggregation and Distillation from Large Models | May 21, 2024 | Active Object DetectionDecision Making | CodeCode Available | 0 | 5 |
| An Unsupervised Video Game Playstyle Metric via State Discretization | Oct 3, 2021 | Atari GamesCar Racing | CodeCode Available | 0 | 5 |
| Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery | Jun 26, 2025 | Data MiningDecision Making | CodeCode Available | 0 | 5 |
| An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks | Nov 10, 2021 | Decision MakingQuantization | CodeCode Available | 0 | 5 |
| Toward Real-Time Digital Twins of EM Environments: Computational Benchmark of Ray Launching Software | Jun 7, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| No driver, No Regulation? --Online Legal Driving Behavior Monitoring for Self-driving Vehicles | Dec 8, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Contrastive Losses and Solution Caching for Predict-and-Optimize | Nov 10, 2020 | Combinatorial OptimizationDecision Making | CodeCode Available | 0 | 5 |
| Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts | Jul 2, 2024 | Decision Makingquantile regression | CodeCode Available | 0 | 5 |
| A generative adversarial approach to facilitate archival-quality histopathologic diagnoses from frozen tissue sections | Aug 24, 2021 | Decision MakingDiagnostic | CodeCode Available | 0 | 5 |
| Long-Horizon Rollout via Dynamics Diffusion for Offline Reinforcement Learning | May 29, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Differentially Private Regret Minimization in Episodic Markov Decision Processes | Dec 20, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? | May 1, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Differential Privacy in Cooperative Multiagent Planning | Jan 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Differentiable Fuzzy Neural Networks for Recommender Systems | May 9, 2025 | Decision MakingRecommendation Systems | CodeCode Available | 0 | 5 |
| Differentiable Distributionally Robust Optimization Layers | Jun 24, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| ANSR-DT: An Adaptive Neuro-Symbolic Learning and Reasoning Framework for Digital Twins | Jan 15, 2025 | Decision MakingEvent Detection | CodeCode Available | 0 | 5 |
| DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation | May 23, 2024 | D4RLDecision Making | CodeCode Available | 0 | 5 |
| Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling | Apr 11, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Developing Decentralised Resilience to Malicious Influence in Collective Perception Problem | Nov 6, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| A Generalized Flow for B2B Sales Predictive Modeling: An Azure Machine Learning Approach | Feb 4, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Detection of tonic-clonic seizures in children with epilepsy | Nov 30, 2023 | Decision MakingEEG | CodeCode Available | 0 | 5 |
| A generalized Bayesian framework for the analysis of subscription based businesses | Apr 12, 2017 | Decision MakingForm | CodeCode Available | 0 | 5 |
| Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study | Sep 1, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Differentiable Causal Backdoor Discovery | Mar 3, 2020 | Decision Making | CodeCode Available | 0 | 5 |
| Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight | Oct 2, 2017 | Autonomous VehiclesDecision Making | CodeCode Available | 0 | 5 |
| A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformers | Nov 1, 2021 | Decision MakingTime Series | CodeCode Available | 0 | 5 |
| Detecting and Mitigating System-Level Anomalies of Vision-Based Controllers | Sep 23, 2023 | Decision MakingSelf-Driving Cars | CodeCode Available | 0 | 5 |
| A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification | Mar 14, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| A general framework for supporting economic feasibility of generator and storage energy systems through capacity and dispatch optimization | Apr 22, 2024 | Computational EfficiencyDecision Making | CodeCode Available | 0 | 5 |
| Detecting Conversational Mental Manipulation with Intent-Aware Prompting | Dec 11, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Designing Optimal Behavioral Experiments Using Machine Learning | May 12, 2023 | Decision MakingExperimental Design | CodeCode Available | 0 | 5 |
| Designing Equitable Algorithms | Feb 17, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Detect and Classify -- Joint Span Detection and Classification for Health Outcomes | Apr 15, 2021 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Designing Closed Human-in-the-loop Deferral Pipelines | Feb 9, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Designing Closed-Loop Models for Task Allocation | May 31, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Detect and Classify – Joint Span Detection and Classification for Health Outcomes | Nov 1, 2021 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Detecting critical treatment effect bias in small subgroups | Apr 29, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 | 5 |
| Deontic Paradoxes in ASP with Weak Constraints | Aug 30, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Camera-Only 3D Panoptic Scene Completion for Autonomous Driving through Differentiable Object Shapes | May 14, 2025 | 3D Semantic Scene CompletionAutonomous Driving | CodeCode Available | 0 | 5 |
| Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference | Sep 30, 2024 | Bayesian InferenceContinual Learning | CodeCode Available | 0 | 5 |
| Calibration tests beyond classification | Oct 21, 2022 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Active Learning for Decision-Making from Imbalanced Observational Data | Apr 10, 2019 | Active LearningDecision Making | CodeCode Available | 0 | 5 |
| Dense Retrieval as Indirect Supervision for Large-space Decision Making | Oct 28, 2023 | Decision MakingEntity Typing | CodeCode Available | 0 | 5 |