| Causal Interpretability for Machine Learning -- Problems, Methods and Evaluation | Mar 9, 2020 | BIG-bench Machine LearningDecision 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 |
| Adversarial Attacks on Probabilistic Autoregressive Forecasting Models | Mar 8, 2020 | Decision MakingTime Series | CodeCode Available | 1 |
| A Human-Centered Review of the Algorithms used within the U.S. Child Welfare System | 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 |
| Online Residential Demand Response via Contextual Multi-Armed Bandits | Mar 7, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Scalable Approximate Inference and Some Applications | Mar 7, 2020 | Decision Making | —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 |
| Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding | Mar 6, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Generating Embroidery Patterns Using Image-to-Image Translation | Mar 5, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Distributional Robustness and Regularization in Reinforcement Learning | Mar 5, 2020 | Decision Makingreinforcement-learning | —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 |
| Exploration-Exploitation in Constrained MDPs | Mar 4, 2020 | Decision MakingSequential Decision Making | —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 |
| Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? | Mar 3, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Evidence-based explanation to promote fairness in AI systems | Mar 3, 2020 | Decision MakingFairness | —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 |
| BARD: A structured technique for group elicitation of Bayesian networks to support analytic reasoning | Mar 2, 2020 | Decision Making | —Unverified | 0 |
| Predictive Coding for Locally-Linear Control | Mar 2, 2020 | Decision MakingDecoder | CodeCode Available | 1 |
| An Information-Theoretic Approach to Personalized Explainable Machine Learning | Mar 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Decision Trees for Decision-Making under the Predict-then-Optimize Framework | Feb 29, 2020 | Decision MakingParameter Prediction | CodeCode Available | 1 |
