| Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks | Sep 25, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| ASYNCHRONOUS MULTI-AGENT GENERATIVE ADVERSARIAL IMITATION LEARNING | Sep 25, 2019 | Decision MakingImitation Learning | —Unverified | 0 |
| Learning with Protection: Rejection of Suspicious Samples under Adversarial Environment | Sep 25, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Actor-Critic Approach for Temporal Predictive Clustering | Sep 25, 2019 | ClusteringDecision Making | —Unverified | 0 |
| Low Rank Training of Deep Neural Networks for Emerging Memory Technology | Sep 25, 2019 | Computational EfficiencyDecision Making | —Unverified | 0 |
| A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks | Sep 24, 2019 | Decision MakingForm | —Unverified | 0 |
| Generating Geological Facies Models with Fidelity to Diversity and Statistics of Training Images using Improved Generative Adversarial Networks | Sep 23, 2019 | Decision MakingDisentanglement | —Unverified | 0 |
| Compiling Stochastic Constraint Programs to And-Or Decision Diagrams | Sep 23, 2019 | Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture | Sep 21, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control | Sep 21, 2019 | Autonomous DrivingBayesian Inference | —Unverified | 0 |
| Bayesian data assimilation to support informed decision-making in individualised chemotherapy | Sep 20, 2019 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Automatic Table completion using Knowledge Base | Sep 20, 2019 | Decision Making | —Unverified | 0 |
| Agent Prioritization for Autonomous Navigation | Sep 19, 2019 | Autonomous NavigationDecision Making | —Unverified | 0 |
| Human-In-The-Loop Learning of Qualitative Preference Models | Sep 19, 2019 | Decision Making | —Unverified | 0 |
| Robot Sound Interpretation: Combining Sight and Sound in Learning-Based Control | Sep 19, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Fair-by-design explainable models for prediction of recidivism | Sep 18, 2019 | Decision MakingExplainable Models | —Unverified | 0 |
| Respect Your Emotion: Human-Multi-Robot Teaming based on Regret Decision Model | Sep 18, 2019 | Decision MakingManagement | —Unverified | 0 |
| Automated Lane Change Decision Making using Deep Reinforcement Learning in Dynamic and Uncertain Highway Environment | Sep 18, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Value of Information in Probabilistic Logic Programs | Sep 18, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| AdaFair: Cumulative Fairness Adaptive Boosting | Sep 17, 2019 | AttributeDecision Making | CodeCode Available | 0 |
| Multimodal Multitask Representation Learning for Pathology Biobank Metadata Prediction | Sep 17, 2019 | Decision MakingPrediction | CodeCode Available | 1 |
| PixelHop: A Successive Subspace Learning (SSL) Method for Object Classification | Sep 17, 2019 | BenchmarkingDecision Making | CodeCode Available | 0 |
| A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving | Sep 17, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Selective Network Discovery via Deep Reinforcement Learning on Embedded Spaces | Sep 16, 2019 | AttributeDecision Making | —Unverified | 0 |
| Interpreting and Improving Adversarial Robustness of Deep Neural Networks with Neuron Sensitivity | Sep 16, 2019 | Adversarial RobustnessDecision Making | —Unverified | 0 |
| Statistical inference for statistical decisions | Sep 15, 2019 | Decision Making | —Unverified | 0 |
| Towards Effective Human-AI Teams: The Case of Collaborative Packing | Sep 14, 2019 | AI AgentDecision Making | —Unverified | 0 |
| Co-Attentive Cross-Modal Deep Learning for Medical Evidence Synthesis and Decision Making | Sep 13, 2019 | Decision Making | CodeCode Available | 0 |
| An Alert-Generation Framework for Improving Resiliency in Human-Supervised, Multi-Agent Teams | Sep 13, 2019 | Decision MakingHumanitarian | —Unverified | 0 |
| Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing | Sep 13, 2019 | Decision MakingFeature Engineering | —Unverified | 0 |
| Evaluating and Boosting Uncertainty Quantification in Classification | Sep 13, 2019 | ClassificationDecision Making | —Unverified | 0 |
| Shapley Interpretation and Activation in Neural Networks | Sep 13, 2019 | Decision Making | —Unverified | 0 |
| I-SAFE: Instant Suspicious Activity identiFication at the Edge using Fuzzy Decision Making | Sep 12, 2019 | Decision MakingEdge-computing | —Unverified | 0 |
| Automated Animal Training and Iterative Inference of Latent Learning Policy | Sep 11, 2019 | Decision MakingPose Estimation | —Unverified | 0 |
| Modelling Working Memory using Deep Recurrent Reinforcement Learning | Sep 11, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Pattern recognition of labeled concepts by a single spiking neuron model. | Sep 11, 2019 | Cloud ComputingDecision Making | —Unverified | 0 |
| Revisit Recurrent Attention Model from an Active Sampling Perspective | Sep 11, 2019 | Decision Making | CodeCode Available | 0 |
| Reinforcement Learning Models of Human Behavior: Reward Processing in Mental Disorders | Sep 11, 2019 | Decision MakingQ-Learning | —Unverified | 0 |
| Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees | Sep 11, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Towards Safe Machine Learning for CPS: Infer Uncertainty from Training Data | Sep 11, 2019 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| Correcting Predictions for Approximate Bayesian Inference | Sep 11, 2019 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Correlation Priors for Reinforcement Learning | Sep 11, 2019 | Decision MakingImitation Learning | —Unverified | 0 |
| The Longer the Better? The Interplay Between Review Length and Line of Argumentation in Online Consumer Reviews | Sep 10, 2019 | Decision MakingSentence | —Unverified | 0 |
| Learning Fair Rule Lists | Sep 9, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Back to the Future -- Sequential Alignment of Text Representations | Sep 8, 2019 | Decision MakingRumour Detection | CodeCode Available | 0 |
| What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring | Sep 8, 2019 | Decision Making | —Unverified | 0 |
| Equalizing Recourse across Groups | Sep 7, 2019 | Decision MakingFairness | —Unverified | 0 |
| ArduCode: Predictive Framework for Automation Engineering | Sep 6, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey | Sep 6, 2019 | Decision Making | CodeCode Available | 1 |
| Reinforcement Learning for Joint Optimization of Multiple Rewards | Sep 6, 2019 | Decision MakingFairness | —Unverified | 0 |