| ProtoAttend: Attention-Based Prototypical Learning | Feb 17, 2019 | Decision MakingGeneral Classification | 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 |
| Adaptive Sequence Submodularity | Feb 15, 2019 | Decision MakingLink Prediction | CodeCode Available | 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 |
| A Survey on Session-based Recommender Systems | Feb 13, 2019 | Collaborative FilteringDecision Making | CodeCode Available | 1 |
| 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 |
| 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 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans | Feb 8, 2019 | Decision MakingDiagnostic | —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 |
