| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders | Nov 30, 2018 | Decision MakingDecoder | CodeCode Available | 0 |
| A rule-based system proposal to aid in the evaluation and decision-making in external beam radiation treatment planning | Nov 29, 2018 | Decision Making | —Unverified | 0 |
| Unifying Decision-Making: a Review on Evolutionary Theories on Rationality and Cognitive Biases | Nov 29, 2018 | Decision Making | —Unverified | 0 |
| BCCNet: Bayesian classifier combination neural network | Nov 29, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival Analysis | Nov 29, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Disease phenotyping using deep learning: A diabetes case study | Nov 28, 2018 | Decision MakingDeep Learning | —Unverified | 0 |
| Future Segmentation Using 3D Structure | Nov 28, 2018 | AttributeDecision Making | —Unverified | 0 |
| A Concept-Centered Hypertext Approach to Case-Based Retrieval | Nov 27, 2018 | Decision MakingRelational Reasoning | —Unverified | 0 |
| Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved | Nov 27, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Calibrating Uncertainties in Object Localization Task | Nov 27, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning | Nov 27, 2018 | Decision MakingDecoder | —Unverified | 0 |
| Questioning the assumptions behind fairness solutions | Nov 27, 2018 | Decision MakingFairness | —Unverified | 0 |
| Robust Classification of Financial Risk | Nov 27, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| LSTM Neural Network for Textual Ngrams | Nov 26, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead | Nov 26, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Epidemiological data challenges: planning for a more robust future through data standards | Nov 24, 2018 | Decision Making | —Unverified | 0 |
| Learning to Activate Relay Nodes: Deep Reinforcement Learning Approach | Nov 24, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Beliefs in Decision-Making Cascades | Nov 23, 2018 | Decision Making | —Unverified | 0 |
| Integrating Task-Motion Planning with Reinforcement Learning for Robust Decision Making in Mobile Robots | Nov 21, 2018 | Decision MakingMotion Planning | —Unverified | 0 |
| Surrogate-assisted parallel tempering for Bayesian neural learning | Nov 21, 2018 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| A dataset of clinically generated visual questions and answers about radiology images | Nov 20, 2018 | Decision MakingMedical Visual Question Answering | —Unverified | 0 |
| A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model | Nov 20, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| See far with TPNET: a Tile Processor and a CNN Symbiosis | Nov 20, 2018 | Decision MakingTranslation | —Unverified | 0 |
| Global and Local Sensitivity Guided Key Salient Object Re-augmentation for Video Saliency Detection | Nov 19, 2018 | Decision Makingfeature selection | —Unverified | 0 |
| DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs | Nov 19, 2018 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| Learning Actionable Representations with Goal-Conditioned Policies | Nov 19, 2018 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Policy Optimization with Model-based Explorations | Nov 18, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Monotonic classification: an overview on algorithms, performance measures and data sets | Nov 17, 2018 | Decision MakingGeneral Classification | —Unverified | 0 |
| Machine Decisions and Human Consequences | Nov 16, 2018 | Decision MakingFairness | —Unverified | 0 |
| Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations | Nov 16, 2018 | ClassificationDecision Making | —Unverified | 0 |
| High Granular Operator Spaces, and Less-Contaminated General Rough Mereologies | Nov 15, 2018 | Decision MakingVocal Bursts Intensity Prediction | —Unverified | 0 |
| Economics of Human-AI Ecosystem: Value Bias and Lost Utility in Multi-Dimensional Gaps | Nov 15, 2018 | Decision Making | —Unverified | 0 |
| Neural Predictive Belief Representations | Nov 15, 2018 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Tight Bayesian Ambiguity Sets for Robust MDPs | Nov 15, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| TrolleyMod v1.0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles | Nov 14, 2018 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| A Radiomics Approach to Traumatic Brain Injury Prediction in CT Scans | Nov 14, 2018 | Decision MakingInjury Prediction | —Unverified | 0 |
| Deep Bayesian Inversion | Nov 14, 2018 | Decision MakingImage Reconstruction | CodeCode Available | 1 |
| Predictive Modeling with Delayed Information: a Case Study in E-commerce Transaction Fraud Control | Nov 14, 2018 | Decision Making | —Unverified | 0 |
| Aequitas: A Bias and Fairness Audit Toolkit | Nov 14, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Eliminating Latent Discrimination: Train Then Mask | Nov 12, 2018 | Decision MakingEconometrics | —Unverified | 0 |
| Deep Item-based Collaborative Filtering for Top-N Recommendation | Nov 11, 2018 | Collaborative FilteringDecision Making | CodeCode Available | 0 |
| Langevin-gradient parallel tempering for Bayesian neural learning | Nov 11, 2018 | Decision MakingTime Series | CodeCode Available | 0 |
| Analysis of Fleet Modularity in an Artificial Intelligence-Based Attacker-Defender Game | Nov 9, 2018 | Decision Making | —Unverified | 0 |
| Meta-Learning for Multi-objective Reinforcement Learning | Nov 8, 2018 | Computational Efficiencycontinuous-control | —Unverified | 0 |
| Memory-based Deep Reinforcement Learning for Obstacle Avoidance in UAV with Limited Environment Knowledge | Nov 8, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series | Nov 8, 2018 | BenchmarkingDecision Making | —Unverified | 0 |
| Contrastive Explanation: A Structural-Model Approach | Nov 7, 2018 | Decision Makingmodel | —Unverified | 0 |
| On the Complexity of Reconnaissance Blind Chess | Nov 7, 2018 | Decision Making | —Unverified | 0 |
| Integrating Project Spatial Coordinates into Pavement Management Prioritization | Nov 5, 2018 | ClusteringDecision Making | —Unverified | 0 |