| Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming | Apr 3, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents | Apr 2, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey | Apr 1, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 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 |
| Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints | Mar 30, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Towards Brain-inspired System: Deep Recurrent Reinforcement Learning for Simulated Self-driving Agent | Mar 29, 2019 | Decision MakingOpenAI Gym | —Unverified | 0 |
| Meta-Learning surrogate models for sequential decision making | Mar 28, 2019 | Bayesian OptimisationDecision Making | —Unverified | 0 |
| Understanding the Relation Between Maximum-Entropy Inverse Reinforcement Learning and Behaviour Cloning | Mar 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Parallel Experimentation and Competitive Interference on Online Advertising Platforms | Mar 27, 2019 | Decision MakingExperimental Design | CodeCode Available | 0 |
| A Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests | Mar 27, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality | Mar 27, 2019 | AttributeDecision Making | —Unverified | 0 |
| On Attribution of Recurrent Neural Network Predictions via Additive Decomposition | Mar 27, 2019 | Decision Making | —Unverified | 0 |
| Self-adaptive decision-making mechanisms to balance the execution of multiple tasks for a multi-robots team | Mar 27, 2019 | Decision Making | —Unverified | 0 |
| Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic Regression | Mar 27, 2019 | Decision Makingregression | CodeCode Available | 0 |
| Radiological images and machine learning: trends, perspectives, and prospects | Mar 27, 2019 | BIG-bench Machine LearningContent-Based Image Retrieval | —Unverified | 0 |
| Single-cell approaches to cell competition: high-throughput imaging, machine learning and simulations | Mar 25, 2019 | Decision Making | —Unverified | 0 |
| Portfolio optimization with two coherent risk measures | Mar 25, 2019 | Decision MakingPortfolio Optimization | —Unverified | 0 |
| Analyzing dynamic decision-making models using Chapman-Kolmogorov equations | Mar 25, 2019 | Decision Making | CodeCode Available | 0 |
| Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making | Mar 25, 2019 | Decision Making | —Unverified | 0 |
| Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network | Mar 25, 2019 | AttributeDecision Making | CodeCode Available | 0 |
| Understanding Childhood Vulnerability in The City of Surrey | Mar 25, 2019 | Decision Making | —Unverified | 0 |
| Quantifying the impact of network structure on speed and accuracy in collective decision-making | Mar 22, 2019 | Decision Making | —Unverified | 0 |
| Symbolic Regression Methods for Reinforcement Learning | Mar 22, 2019 | Decision MakingFriction | —Unverified | 0 |
| Short-Term Prediction and Multi-Camera Fusion on Semantic Grids | Mar 21, 2019 | Decision MakingDecoder | —Unverified | 0 |
| Modeling Intelligent Decision Making Command And Control Agents: An Application to Air Defense | Mar 20, 2019 | Decision MakingMathematical Reasoning | —Unverified | 0 |