| Sparse Deep Predictive Coding captures contour integration capabilities of the early visual system | Feb 20, 2019 | Decision Making | CodeCode Available | 0 |
| Eliciting ambiguity with mixing bets | Feb 20, 2019 | Decision Making | —Unverified | 0 |
| Where Do Human Heuristics Come From? | Feb 20, 2019 | Decision MakingMeta-Learning | —Unverified | 0 |
| Scalable Thompson Sampling via Optimal Transport | Feb 19, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Evaluating model calibration in classification | Feb 19, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Democratisation of Usable Machine Learning in Computer Vision | Feb 18, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Using Machine Learning to Guide Cognitive Modeling: A Case Study in Moral Reasoning | Feb 18, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| ProtoAttend: Attention-Based Prototypical Learning | Feb 17, 2019 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| Adaptive Sequence Submodularity | Feb 15, 2019 | Decision MakingLink Prediction | CodeCode Available | 0 |
| Network Offloading Policies for Cloud Robotics: a Learning-based Approach | Feb 15, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based High-level Driving Behavior Decision-making Model in Heterogeneous Traffic | Feb 15, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Bayesian Image Classification with Deep Convolutional Gaussian Processes | Feb 15, 2019 | ClassificationDecision Making | —Unverified | 0 |
| Relative rationality: Is machine rationality subjective? | Feb 13, 2019 | Decision Making | —Unverified | 0 |
| Optimization problems with low SWaP tactical Computing | Feb 13, 2019 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Learning Theory and Support Vector Machines - a primer | Feb 12, 2019 | Decision MakingLearning Theory | —Unverified | 0 |
| NAIL: A General Interactive Fiction Agent | Feb 12, 2019 | Decision Making | CodeCode Available | 0 |
| Discrimination in the Age of Algorithms | Feb 11, 2019 | Decision MakingSpecificity | —Unverified | 0 |
| Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods | Feb 10, 2019 | Decision MakingGeneral Classification | —Unverified | 0 |
| Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach | Feb 8, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans | Feb 8, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Fair Decisions Despite Imperfect Predictions | Feb 8, 2019 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Modeling Heterogeneity in Mode-Switching Behavior Under a Mobility-on-Demand Transit System: An Interpretable Machine Learning Approach | Feb 8, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion from Heartbeat | Feb 8, 2019 | Decision MakingTime Series | —Unverified | 0 |
| Bandit Principal Component Analysis | Feb 8, 2019 | Decision Making | —Unverified | 0 |
| A Guiding Principle for Causal Decision Problems | Feb 6, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Adaptive Stress Testing for Autonomous Vehicles | Feb 5, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Dynamic Real-time Multimodal Routing with Hierarchical Hybrid Planning | Feb 5, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Learning Decision Trees Recurrently Through Communication | Feb 5, 2019 | Decision Makingimage-classification | —Unverified | 0 |
| Robust Environmental Sound Recognition with Sparse Key-point Encoding and Efficient Multi-spike Learning | Feb 4, 2019 | Decision Making | —Unverified | 0 |
| A Unified Framework for Marketing Budget Allocation | Feb 4, 2019 | Decision MakingMarketing | —Unverified | 0 |
| Global Fitting of the Response Surface via Estimating Multiple Contours of a Simulator | Feb 4, 2019 | Decision MakingExperimental Design | —Unverified | 0 |
| Progressive Explanation Generation for Human-robot Teaming | Feb 2, 2019 | Decision MakingExplanation Generation | —Unverified | 0 |
| Variational Bayesian Decision-making for Continuous Utilities | Feb 2, 2019 | Decision MakingVariational Inference | CodeCode Available | 0 |
| The Hanabi Challenge: A New Frontier for AI Research | Feb 1, 2019 | Decision MakingGame of Hanabi | —Unverified | 0 |
| Visual Rationalizations in Deep Reinforcement Learning for Atari Games | Feb 1, 2019 | Atari GamesDecision Making | —Unverified | 0 |
| Dynamic fairness - Breaking vicious cycles in automatic decision making | Feb 1, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Hyper-parameter Tuning under a Budget Constraint | Feb 1, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning | Jan 31, 2019 | Decision Makingmodel | —Unverified | 0 |
| Online Pandora's Boxes and Bandits | Jan 30, 2019 | Decision MakingReinforcement Learning | —Unverified | 0 |
| End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis | Jan 30, 2019 | Decision MakingDialogue Management | CodeCode Available | 0 |
| Multi-Agent Reinforcement Learning with Multi-Step Generative Models | Jan 29, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Stochastic Linear Bandits with Hidden Low Rank Structure | Jan 28, 2019 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning | Jan 26, 2019 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies | Jan 25, 2019 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Psychological model of the investor and manager behavior in risk | Jan 25, 2019 | Decision MakingManagement | —Unverified | 0 |
| Algorithms for Fairness in Sequential Decision Making | Jan 24, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| Bottom-up Broadcast Neural Network For Music Genre Classification | Jan 24, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Really should we pruning after model be totally trained? Pruning based on a small amount of training | Jan 24, 2019 | Decision Making | —Unverified | 0 |
| Learning Interpretable Models with Causal Guarantees | Jan 24, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching | Jan 24, 2019 | Decision MakingEfficient Exploration | —Unverified | 0 |