| An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belief Functions | Dec 13, 2019 | Decision Making | —Unverified | 0 |
| Fair Contextual Multi-Armed Bandits: Theory and Experiments | Dec 13, 2019 | Decision MakingFairness | —Unverified | 0 |
| A mechanical and economical based framework to help decision-makers for natural hazards and malicious events impact on infrastructure prevention | Dec 13, 2019 | Decision Making | —Unverified | 0 |
| Privacy-Preserving Collaborative Operation of Networked Microgrids with the Local Utility Grid Based on Enhanced Benders Decomposition | Dec 13, 2019 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Learning and Optimization with Bayesian Hybrid Models | Dec 12, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Multi-Agent Task Allocation in Complementary Teams: A Hunter and Gatherer Approach | Dec 12, 2019 | Decision Making | —Unverified | 0 |
| Graph Neural Networks for Decentralized Multi-Robot Path Planning | Dec 12, 2019 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| Non-linearity identification for construction workers' personality-safety behaviour predictive relationship using neural network and linear regression modelling | Dec 11, 2019 | Decision MakingDiversity | —Unverified | 0 |
| Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT | Dec 9, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances | Dec 9, 2019 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Modeling somatic computation with non-neural bioelectric networks | Dec 9, 2019 | Decision Making | CodeCode Available | 0 |
| Increasing performance of electric vehicles in ride-hailing services using deep reinforcement learning | Dec 7, 2019 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| Med2Meta: Learning Representations of Medical Concepts with Meta-Embeddings | Dec 6, 2019 | Decision Making | —Unverified | 0 |
| Multiple criteria hierarchy process for sorting problems under uncertainty applied to the evaluation of the operational maturity of research institutions | Dec 6, 2019 | Decision Making | —Unverified | 0 |
| Risk-Averse Trust Region Optimization for Reward-Volatility Reduction | Dec 6, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Tools for Mathematical Ludology | Dec 6, 2019 | Decision MakingGame Design | —Unverified | 0 |
| Perfectly Parallel Fairness Certification of Neural Networks | Dec 5, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| Safety and Robustness in Decision Making: Deep Bayesian Recurrent Neural Networks for Somatic Variant Calling in Cancer | Dec 4, 2019 | Decision Making | —Unverified | 0 |
| SpaRCe: Improved Learning of Reservoir Computing Systems through Sparse Representations | Dec 4, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR | Dec 3, 2019 | Decision MakingReinforcement Learning | CodeCode Available | 0 |
| Value-laden Disciplinary Shifts in Machine Learning | Dec 3, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Detecting mechanical loosening of total hip replacement implant from plain radiograph using deep convolutional neural network | Dec 2, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Optimality and limitations of audio-visual integration for cognitive systems | Dec 2, 2019 | Decision Making | —Unverified | 0 |
| A Bayesian Theory of Conformity in Collective Decision Making | Dec 1, 2019 | Decision Making | CodeCode Available | 0 |
| Disentangled behavioural representations | Dec 1, 2019 | Decision Making | CodeCode Available | 0 |
| Maximum Entropy Monte-Carlo Planning | Dec 1, 2019 | Atari GamesDecision Making | —Unverified | 0 |
| Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes | Dec 1, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making | Dec 1, 2019 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Flexible information routing in neural populations through stochastic comodulation | Dec 1, 2019 | Decision MakingDecoder | —Unverified | 0 |
| On Human-Aligned Risk Minimization | Dec 1, 2019 | Decision MakingFairness | —Unverified | 0 |
| Thompson Sampling and Approximate Inference | Dec 1, 2019 | Decision MakingThompson Sampling | —Unverified | 0 |
| SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies | Dec 1, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Surrogate Objectives for Batch Policy Optimization in One-step Decision Making | Dec 1, 2019 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression | Dec 1, 2019 | Decision Makingregression | CodeCode Available | 0 |
| Urban Driving with Conditional Imitation Learning | Nov 30, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Super-Nash performance in games | Nov 30, 2019 | Decision Making | —Unverified | 0 |
| Abstract Argumentation and the Rational Man | Nov 29, 2019 | Abstract ArgumentationDecision Making | —Unverified | 0 |
| Heuristic Strategies in Uncertain Approval Voting Environments | Nov 29, 2019 | Decision Making | —Unverified | 0 |
| FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions | Nov 28, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Machine Learning for a Low-cost Air Pollution Network | Nov 28, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Computer Systems Have 99 Problems, Let's Not Make Machine Learning Another One | Nov 28, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers | Nov 28, 2019 | Decision Making | —Unverified | 0 |
| Understand Dynamic Regret with Switching Cost for Online Decision Making | Nov 28, 2019 | Decision MakingRelation | —Unverified | 0 |
| Social Attention for Autonomous Decision-Making in Dense Traffic | Nov 27, 2019 | Decision Making | —Unverified | 0 |
| Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey | Nov 27, 2019 | Decision MakingSurvey | —Unverified | 0 |
| Power System Decarbonization: Impacts of Energy Storage Duration and Interannual Renewables Variability | Nov 27, 2019 | Decision Making | —Unverified | 0 |
| An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks | Nov 26, 2019 | Decision MakingGPU | —Unverified | 0 |
| An Adaptive View of Adversarial Robustness from Test-time Smoothing Defense | Nov 26, 2019 | Adversarial RobustnessDecision Making | CodeCode Available | 0 |
| A Novel Unsupervised Post-Processing Calibration Method for DNNS with Robustness to Domain Shift | Nov 25, 2019 | Decision Making | —Unverified | 0 |