| CARPAL: Confidence-Aware Intent Recognition for Parallel Autonomy | Mar 18, 2020 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous Vehicles | Mar 18, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images | Mar 18, 2020 | 3D ReconstructionDecision Making | —Unverified | 0 |
| A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improved Efficiency | Mar 18, 2020 | Decision MakingPrediction | —Unverified | 0 |
| A comprehensive study on the prediction reliability of graph neural networks for virtual screening | Mar 17, 2020 | Decision MakingGeneral Classification | —Unverified | 0 |
| Interpretable Personalization via Policy Learning with Linear Decision Boundaries | Mar 17, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Adversarial Transferability in Wearable Sensor Systems | Mar 17, 2020 | Activity RecognitionBIG-bench Machine Learning | —Unverified | 0 |
| Artificial intelligence approach to momentum risk-taking | Mar 17, 2020 | Decision MakingManagement | —Unverified | 0 |
| Harnessing Explanations to Bridge AI and Humans | Mar 16, 2020 | Decision MakingMedical Diagnosis | —Unverified | 0 |
| Towards a Collaborative Approach to Decision Making Based on Ontology and Multi-Agent System Application to crisis management | Mar 16, 2020 | Decision MakingManagement | —Unverified | 0 |
| Multi-AI competing and winning against humans in iterated Rock-Paper-Scissors game | Mar 15, 2020 | Decision Making | —Unverified | 0 |
| A General Framework for Learning Mean-Field Games | Mar 13, 2020 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| EB-dynaRE: Real-Time Adjustor for Brownian Movement with Examples of Predicting Stock Trends Based on a Novel Event-Based Supervised Learning Algorithm | Mar 13, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding | Mar 12, 2020 | Decision MakingManagement | CodeCode Available | 0 |
| Interaction Graphs for Object Importance Estimation in On-road Driving Videos | Mar 12, 2020 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Smart Home Energy Management System for Power System Resiliency | Mar 12, 2020 | Decision Makingenergy management | —Unverified | 0 |
| Time discounting under uncertainty | Mar 12, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems | Mar 11, 2020 | Conformal PredictionDecision Making | —Unverified | 0 |
| Data Warehouse and Decision Support on Integrated Crop Big Data | Mar 10, 2020 | Data IntegrationDecision Making | —Unverified | 0 |
| Addressing multiple metrics of group fairness in data-driven decision making | Mar 10, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Deep learning approach for breast cancer diagnosis | Mar 10, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| Towards Interpretable ANNs: An Exact Transformation to Multi-Class Multivariate Decision Trees | Mar 10, 2020 | Decision Making | —Unverified | 0 |
| Human AI interaction loop training: New approach for interactive reinforcement learning | Mar 9, 2020 | Decision MakingImitation Learning | —Unverified | 0 |
| Learning Discrete State Abstractions With Deep Variational Inference | Mar 9, 2020 | Decision MakingMulti-Goal Reinforcement Learning | CodeCode Available | 0 |
| Neuro-symbolic Architectures for Context Understanding | Mar 9, 2020 | Decision Making | —Unverified | 0 |
| DeepCP: Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network | Mar 9, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Causal Interpretability for Machine Learning -- Problems, Methods and Evaluation | Mar 9, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Variational Learning of Individual Survival Distributions | Mar 9, 2020 | Decision MakingSurvival Analysis | CodeCode Available | 0 |
| Scalable Approximate Inference and Some Applications | Mar 7, 2020 | Decision Making | —Unverified | 0 |
| A Multi-Modal States based Vehicle Descriptor and Dilated Convolutional Social Pooling for Vehicle Trajectory Prediction | Mar 7, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A Human-Centered Review of the Algorithms used within the U.S. Child Welfare System | Mar 7, 2020 | Decision Making | —Unverified | 0 |
| Online Residential Demand Response via Contextual Multi-Armed Bandits | Mar 7, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Reinforcement Learning for Combinatorial Optimization: A Survey | Mar 7, 2020 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Causal Interaction Trees: Tree-Based Subgroup Identification for Observational Data | Mar 6, 2020 | Decision Makingregression | CodeCode Available | 0 |
| A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option | Mar 6, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Generating Embroidery Patterns Using Image-to-Image Translation | Mar 5, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| An Incremental Explanation of Inference in Hybrid Bayesian Networks for Increasing Model Trustworthiness and Supporting Clinical Decision Making | Mar 5, 2020 | Decision Making | —Unverified | 0 |
| Distributional Robustness and Regularization in Reinforcement Learning | Mar 5, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Exploration-Exploitation in Constrained MDPs | Mar 4, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Evidence-based explanation to promote fairness in AI systems | Mar 3, 2020 | Decision MakingFairness | —Unverified | 0 |
| Differentiable Causal Backdoor Discovery | Mar 3, 2020 | Decision Making | CodeCode Available | 0 |
| Distributed Cooperative Decision Making in Multi-agent Multi-armed Bandits | Mar 3, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| BARD: A structured technique for group elicitation of Bayesian networks to support analytic reasoning | Mar 2, 2020 | Decision Making | —Unverified | 0 |
| Causal Transfer for Imitation Learning and Decision Making under Sensor-shift | Mar 2, 2020 | Decision MakingImitation Learning | —Unverified | 0 |
| DEEVA: A Deep Learning and IoT Based Computer Vision System to Address Safety and Security of Production Sites in Energy Industry | Mar 2, 2020 | Decision Makingobject-detection | —Unverified | 0 |
| An Information-Theoretic Approach to Personalized Explainable Machine Learning | Mar 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Tightly Robust Optimization via Empirical Domain Reduction | Feb 29, 2020 | Decision Making | —Unverified | 0 |
| Structure-Adaptive Sequential Testing for Online False Discovery Rate Control | Feb 28, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Demonstrating Rosa: the fairness solution for any Data Analytic pipeline | Feb 28, 2020 | Decision MakingFairness | —Unverified | 0 |
| Causality and Robust Optimization | Feb 28, 2020 | Causal DiscoveryDecision Making | —Unverified | 0 |