| Attended Temperature Scaling: A Practical Approach for Calibrating Deep Neural Networks | Oct 27, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Extractive Summarization of EHR Discharge Notes | Oct 26, 2018 | Decision MakingExtractive Summarization | —Unverified | 0 |
| Sequence-dependent sensitivity explains the accuracy of decisions when cues are separated with a gap | Oct 26, 2018 | Decision MakingDescriptive | —Unverified | 0 |
| Generalised framework for multi-criteria method selection | Oct 25, 2018 | Decision Making | —Unverified | 0 |
| Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso | Oct 24, 2018 | Decision MakingSegmentation | —Unverified | 0 |
| What can AI do for me: Evaluating Machine Learning Interpretations in Cooperative Play | Oct 23, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Evidence accumulation in a Laplace domain decision space | Oct 23, 2018 | Decision MakingHippocampus | —Unverified | 0 |
| One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy | Oct 23, 2018 | Decision Making | —Unverified | 0 |
| A new approach of contextual recommendation based on the method of Hierarchical Analysis of Processes | Oct 23, 2018 | Decision MakingRecommendation Systems | —Unverified | 0 |
| A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model | Oct 22, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on the Edge | Oct 22, 2018 | Decision Making | —Unverified | 0 |
| Graph Convolutional Reinforcement Learning | Oct 22, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Local and global model interpretability via backward selection and clustering | Oct 22, 2018 | ClusteringDecision Making | —Unverified | 0 |
| Taking Advantage of Multitask Learning for Fair Classification | Oct 19, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic | Oct 19, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Policy Gradient in Partially Observable Environments: Approximation and Convergence | Oct 18, 2018 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| HierLPR: Decision making in hierarchical multi-label classification with local precision rates | Oct 18, 2018 | Decision MakingGeneral Classification | —Unverified | 0 |
| Planning in Stochastic Environments with Goal Uncertainty | Oct 18, 2018 | Decision Making | —Unverified | 0 |
| Analyzing and Interpreting Convolutional Neural Networks in NLP | Oct 18, 2018 | Decision MakingNegation | —Unverified | 0 |
| Selling Information | Oct 17, 2018 | Decision Making | —Unverified | 0 |
| Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning | Oct 15, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Factorized Machine Self-Confidence for Decision-Making Agents | Oct 15, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs | Oct 14, 2018 | Decision MakingMotion Forecasting | CodeCode Available | 0 |
| Hierarchical Game-Theoretic Planning for Autonomous Vehicles | Oct 13, 2018 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| MaaSim: A Liveability Simulation for Improving the Quality of Life in Cities | Oct 13, 2018 | Decision MakingFeature Engineering | —Unverified | 0 |
| MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification | Oct 11, 2018 | Binary ClassificationDecision Making | —Unverified | 0 |
| Perfusion parameter estimation using neural networks and data augmentation | Oct 11, 2018 | Data AugmentationDecision Making | —Unverified | 0 |
| Deep Neural Network Compression for Aircraft Collision Avoidance Systems | Oct 9, 2018 | Collision AvoidanceDecision Making | —Unverified | 0 |
| What made you do this? Understanding black-box decisions with sufficient input subsets | Oct 9, 2018 | Decision Making | CodeCode Available | 0 |
| Optimized Gated Deep Learning Architectures for Sensor Fusion | Oct 8, 2018 | Activity RecognitionAutonomous Driving | —Unverified | 0 |
| Learning Tractable Probabilistic Models for Moral Responsibility and Blame | Oct 8, 2018 | Decision MakingManagement | —Unverified | 0 |
| Spatio-temporal Edge Service Placement: A Bandit Learning Approach | Oct 7, 2018 | Decision MakingEdge-computing | —Unverified | 0 |
| Discretizing Logged Interaction Data Biases Learning for Decision-Making | Oct 6, 2018 | Decision MakingTime Series | —Unverified | 0 |
| Accelerated Labeling of Discrete Abstractions for Autonomous Driving Subject to LTL Specifications | Oct 5, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| From Soft Classifiers to Hard Decisions: How fair can we be? | Oct 3, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias | Oct 3, 2018 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Machine learning for estimation of building energy consumption and performance | Oct 2, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Conversational Decision-Making Model for Predicting the King's Decision in the Annals of the Joseon Dynasty | Oct 1, 2018 | Decision Making | —Unverified | 0 |
| Cross-topic Argument Mining from Heterogeneous Sources | Oct 1, 2018 | Argument MiningDecision Making | —Unverified | 0 |
| Modeling Temporality of Human Intentions by Domain Adaptation | Oct 1, 2018 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Challenges of Using Text Classifiers for Causal Inference | Oct 1, 2018 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Commonsense Justification for Action Explanation | Oct 1, 2018 | Decision Making | CodeCode Available | 0 |
| MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling | Oct 1, 2018 | Decision MakingDialogue Management | —Unverified | 0 |
| Adaptive Game-Theoretic Decision Making for Autonomous Vehicle Control at Roundabouts | Oct 1, 2018 | Decision Making | —Unverified | 0 |
| Efficient Sequence Labeling with Actor-Critic Training | Sep 30, 2018 | Decision MakingNER | CodeCode Available | 0 |
| Interactive Learning with Corrective Feedback for Policies based on Deep Neural Networks | Sep 30, 2018 | Car RacingDecision Making | CodeCode Available | 0 |
| Refining Manually-Designed Symbol Grounding and High-Level Planning by Policy Gradients | Sep 29, 2018 | Decision Making | —Unverified | 0 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Active Fairness in Algorithmic Decision Making | Sep 28, 2018 | ClassificationDecision Making | —Unverified | 0 |
| A Way to Facilitate Decision Making in a Mixed Group of Manned and Unmanned Aerial Vehicles | Sep 27, 2018 | Decision Making | —Unverified | 0 |