| Pedestrian Trajectory Prediction with Structured Memory Hierarchies | Jul 22, 2018 | Decision MakingPedestrian Trajectory Prediction | —Unverified | 0 |
| Optimal Continuous State POMDP Planning with Semantic Observations: A Variational Approach | Jul 22, 2018 | ClusteringDecision Making | —Unverified | 0 |
| Modelling of consciousness and interpretation of quantum mechanics | Jul 20, 2018 | Decision MakingUnity | —Unverified | 0 |
| Future Semantic Segmentation with Convolutional LSTM | Jul 20, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Latent Dirichlet Allocation (LDA) for Topic Modeling of the CFPB Consumer Complaints | Jul 18, 2018 | Cultural Vocal Bursts Intensity PredictionDecision Making | —Unverified | 0 |
| News-based trading strategies | Jul 18, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| General Value Function Networks | Jul 18, 2018 | Continuous ControlDecision Making | —Unverified | 0 |
| Explicating feature contribution using Random Forest proximity distances | Jul 17, 2018 | Decision MakingGeneral Classification | —Unverified | 0 |
| Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Swarm Systems | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Using semantic clustering to support situation awareness on Twitter: The case of World Views | Jul 17, 2018 | ClusteringDecision Making | —Unverified | 0 |
| Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines | Jul 17, 2018 | Binary ClassificationDecision Making | —Unverified | 0 |
| Safe Reinforcement Learning via Probabilistic Shields | Jul 16, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Introducing Quantum-Like Influence Diagrams for Violations of the Sure Thing Principle | Jul 16, 2018 | Decision Making | —Unverified | 0 |
| Bipedal Walking Robot using Deep Deterministic Policy Gradient | Jul 16, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Investigating Order Effects in Multidimensional Relevance Judgment using Query Logs | Jul 14, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| How Do Classifiers Induce Agents To Invest Effort Strategically? | Jul 13, 2018 | Decision Making | —Unverified | 0 |
| An Affective Robot Companion for Assisting the Elderly in a Cognitive Game Scenario | Jul 12, 2018 | Decision MakingDialogue Management | —Unverified | 0 |
| Automatically Composing Representation Transformations as a Means for Generalization | Jul 12, 2018 | Decision Making | CodeCode Available | 0 |
| Optimal design of experiments to identify latent behavioral types | Jul 10, 2018 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Attack and defence in cellular decision-making: lessons from machine learning | Jul 10, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Privacy and Fairness in Recommender Systems via Adversarial Training of User Representations | Jul 10, 2018 | Decision MakingFairness | —Unverified | 0 |
| AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark | Jul 9, 2018 | Audio ClassificationDecision Making | CodeCode Available | 1 |
| Video Summarisation by Classification with Deep Reinforcement Learning | Jul 9, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery | Jul 6, 2018 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Arcades: A deep model for adaptive decision making in voice controlled smart-home | Jul 5, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Playing against Nature: causal discovery for decision making under uncertainty | Jul 3, 2018 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Learning under selective labels in the presence of expert consistency | Jul 2, 2018 | Data AugmentationDecision Making | —Unverified | 0 |
| Client-Specific Anomaly Detection for Face Presentation Attack Detection | Jul 2, 2018 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Automated Directed Fairness Testing | Jul 2, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices | Jul 2, 2018 | Decision MakingFairness | —Unverified | 0 |
| A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics | Jul 2, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates | Jul 1, 2018 | Decision MakingVocal Bursts Intensity Prediction | —Unverified | 0 |
| Neural Program Synthesis from Diverse Demonstration Videos | Jul 1, 2018 | Decision MakingProgram Synthesis | CodeCode Available | 0 |
| Unbiased Objective Estimation in Predictive Optimization | Jul 1, 2018 | Decision Making | —Unverified | 0 |
| Introduction method for argumentative dialogue using paired question-answering interchange about personality | Jul 1, 2018 | Decision MakingQuestion Answering | —Unverified | 0 |
| PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks | Jul 1, 2018 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Coding Structures and Actions with the COSTA Scheme in Medical Conversations | Jul 1, 2018 | Decision Making | —Unverified | 0 |
| A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval | Jul 1, 2018 | Decision MakingDocument Ranking | —Unverified | 0 |
| Text Completion using Context-Integrated Dependency Parsing | Jul 1, 2018 | Decision MakingDependency Parsing | —Unverified | 0 |
| Towards Opinion Summarization of Customer Reviews | Jul 1, 2018 | Abstractive Text SummarizationDecision Making | —Unverified | 0 |
| Word Embedding and WordNet Based Metaphor Identification and Interpretation | Jul 1, 2018 | Decision MakingMachine Translation | —Unverified | 0 |
| NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation | Jul 1, 2018 | ArticlesDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning for NLP | Jul 1, 2018 | Atari Gamescoreference-resolution | —Unverified | 0 |
| Multi-Task Generative Adversarial Nets with Shared Memory for Cross-Domain Coordination Control | Jul 1, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification | Jun 30, 2018 | Cancer ClassificationClassification | —Unverified | 0 |
| Posthoc Interpretability of Learning to Rank Models using Secondary Training Data | Jun 29, 2018 | Decision MakingLearning-To-Rank | —Unverified | 0 |
| Weakest-link control of invasive species: Impacts of memory, bounded rationality and network structure in repeated cooperative games | Jun 29, 2018 | Decision MakingManagement | —Unverified | 0 |
| Socio-economic constraints to maximum human lifespan | Jun 29, 2018 | Decision Making | —Unverified | 0 |
| Static Internal Representation Of Dynamic Situations Reveals Time Compaction In Human Cognition | Jun 27, 2018 | Decision Making | —Unverified | 0 |