| Hedging the Drift: Learning to Optimize under Non-Stationarity | Mar 4, 2019 | Decision Making | —Unverified | 0 |
| Joint Perception and Control as Inference with an Object-based Implementation | Mar 4, 2019 | Bayesian InferenceDecision Making | —Unverified | 0 |
| The StreetLearn Environment and Dataset | Mar 4, 2019 | Cross-View Geo-LocalisationDecision Making | CodeCode Available | 0 |
| Automating Predictive Modeling Process using Reinforcement Learning | Mar 2, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group | Mar 1, 2019 | Decision Making | —Unverified | 0 |
| Interpreting, axiomatising and representing coherent choice functions in terms of desirability | Feb 28, 2019 | Decision Making | —Unverified | 0 |
| Three Different Ways Synchronization Can Cause Contagion in Financial Markets | Feb 27, 2019 | Decision Making | —Unverified | 0 |
| Reliable Deep Grade Prediction with Uncertainty Estimation | Feb 26, 2019 | Decision MakingPrediction | —Unverified | 0 |
| Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets | Feb 26, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Information Gathering in Decentralized POMDPs by Policy Graph Improvement | Feb 26, 2019 | Decision Making | CodeCode Available | 0 |
| Design of intentional backdoors in sequential models | Feb 26, 2019 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Working Paper: Improved Stock Price Forecasting Algorithm based on Feature-weighed Support Vector Regression by using Grey Correlation Degree | Feb 24, 2019 | Decision Makingregression | —Unverified | 0 |
| Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather | Feb 24, 2019 | 2D Object DetectionAutonomous Vehicles | CodeCode Available | 0 |
| An Online Learning Approach to Model Predictive Control | Feb 24, 2019 | Decision Makingmodel | —Unverified | 0 |
| Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models | Feb 23, 2019 | Decision MakingDialogue Generation | CodeCode Available | 0 |
| UQ-CHI: An Uncertainty Quantification-Based Contemporaneous Health Index for Degenerative Disease Monitoring | Feb 21, 2019 | Decision MakingManagement | —Unverified | 0 |
| Stable and Fair Classification | Feb 21, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Cross-Sensor Periocular Biometrics in a Global Pandemic: Comparative Benchmark and Novel Multialgorithmic Approach | Feb 21, 2019 | Decision MakingFace Recognition | —Unverified | 0 |
| Eliciting ambiguity with mixing bets | Feb 20, 2019 | Decision Making | —Unverified | 0 |
| Sparse Deep Predictive Coding captures contour integration capabilities of the early visual system | Feb 20, 2019 | Decision Making | CodeCode Available | 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 |