| Attention is not not Explanation | Aug 13, 2019 | Decision MakingDiagnostic | CodeCode Available | 3 |
| Adaptive Learning of Aggregate Analytics under Dynamic Workloads | Aug 13, 2019 | Decision Making | —Unverified | 0 |
| A Survey of Challenges and Opportunities in Sensing and Analytics for Cardiovascular Disorders | Aug 12, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learn to Compress CSI and Allocate Resources in Vehicular Networks | Aug 12, 2019 | Decision MakingQuantization | —Unverified | 0 |
| Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control | Aug 12, 2019 | Autonomous DrivingBayesian Inference | —Unverified | 0 |
| A review on Deep Reinforcement Learning for Fluid Mechanics | Aug 12, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| LoRMIkA: Local rule-based model interpretability with k-optimal associations | Aug 11, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Social Influence-based Attentive Mavens Mining and Aggregative Representation Learning for Group Recommendation | Aug 10, 2019 | Collaborative FilteringDecision Making | —Unverified | 0 |
| Concepts and Applications of Conformal Prediction in Computational Drug Discovery | Aug 9, 2019 | Conformal PredictionDecision Making | —Unverified | 0 |
| Bayesian Inference for Large Scale Image Classification | Aug 9, 2019 | Bayesian InferenceClassification | —Unverified | 0 |
| Oxford Handbook on AI Ethics Book Chapter on Race and Gender | Aug 8, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Bayesian Feature Pyramid Networks for Automatic Multi-Label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio | Aug 8, 2019 | Decision MakingDecoder | —Unverified | 0 |
| Free-Lunch Saliency via Attention in Atari Agents | Aug 7, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective | Aug 6, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Predicted disease compositions of human gliomas estimated from multiparametric MRI can predict endothelial proliferation, tumor grade, and overall survival | Aug 6, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Model Agnostic Defence against Backdoor Attacks in Machine Learning | Aug 6, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Online Planning for Decentralized Stochastic Control with Partial History Sharing | Aug 6, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Bayesian Incremental Inference Update by Re-using Calculations from Belief Space Planning: A New Paradigm | Aug 6, 2019 | Autonomous NavigationBayesian Inference | —Unverified | 0 |
| Distributed Deep Convolutional Neural Networks for the Internet-of-Things | Aug 2, 2019 | Decision MakingDistributed Computing | —Unverified | 0 |
| Efficient computation of counterfactual explanations of LVQ models | Aug 2, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Recognizing Image Objects by Relational Analysis Using Heterogeneous Superpixels and Deep Convolutional Features | Aug 2, 2019 | Decision Makingimage-classification | —Unverified | 0 |
| Decision-making, Risk, and Gist Machine Translation in the Work of Patent Professionals | Aug 1, 2019 | Decision MakingMachine Translation | —Unverified | 0 |
| A Survey on Deep Learning of Small Sample in Biomedical Image Analysis | Aug 1, 2019 | Active LearningData Augmentation | CodeCode Available | 0 |
| Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation | Aug 1, 2019 | Decision MakingImitation Learning | —Unverified | 0 |
| Learning When to Drive in Intersections by Combining Reinforcement Learning and Model Predictive Control | Aug 1, 2019 | Decision MakingModel Predictive Control | —Unverified | 0 |
| FairSight: Visual Analytics for Fairness in Decision Making | Aug 1, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Efficient Machine Learning for Large-Scale Urban Land-Use Forecasting in Sub-Saharan Africa | Aug 1, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections | Aug 1, 2019 | Decision Making | —Unverified | 0 |
| Local Interpretation Methods to Machine Learning Using the Domain of the Feature Space | Jul 31, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Bridging Commonsense Reasoning and Probabilistic Planning via a Probabilistic Action Language | Jul 31, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| An Experimental Protocol to Derive and Validate a Quantum Model of Decision-Making | Jul 30, 2019 | Decision Making | —Unverified | 0 |
| Learn to Allocate Resources in Vehicular Networks | Jul 30, 2019 | Decision MakingQuantization | —Unverified | 0 |
| Temporal Coding in Spiking Neural Networks with Alpha Synaptic Function: Learning with Backpropagation | Jul 30, 2019 | Decision Making | CodeCode Available | 0 |
| Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation | Jul 30, 2019 | Decision MakingLearning-To-Rank | CodeCode Available | 0 |
| Reinforcement with Fading Memories | Jul 29, 2019 | Decision Making | —Unverified | 0 |
| A Distributed Approach to LARS Stream Reasoning (System paper) | Jul 29, 2019 | Decision Making | —Unverified | 0 |
| Bandit Convex Optimization in Non-stationary Environments | Jul 29, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Lotka-Volterra competition mechanism embedded in a decision-making method | Jul 29, 2019 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Spatiotemporal Information Processing with a Reservoir Decision-making Network | Jul 28, 2019 | Decision Making | —Unverified | 0 |
| Choosing with unknown causal information: Action-outcome probabilities for decision making can be grounded in causal models | Jul 26, 2019 | Causal InferenceDecision Making | —Unverified | 0 |
| Single Level Feature-to-Feature Forecasting with Deformable Convolutions | Jul 26, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| An Information-theoretic On-line Learning Principle for Specialization in Hierarchical Decision-Making Systems | Jul 26, 2019 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Modelling Dynamic Interactions between Relevance Dimensions | Jul 25, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Dynamic Input for Deep Reinforcement Learning in Autonomous Driving | Jul 25, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Personalised novel and explainable matrix factorisation | Jul 25, 2019 | Decision MakingRecommendation Systems | —Unverified | 0 |
| IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL | Jul 24, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems | Jul 22, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges | Jul 22, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Sufficient Statistic for Influence in Structured Multiagent Environments | Jul 22, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| An Actor-Critic-Attention Mechanism for Deep Reinforcement Learning in Multi-view Environments | Jul 19, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |