| Estimating Optimal Infinite Horizon Dynamic Treatment Regimes via pT-Learning | Oct 20, 2021 | Decision Making | —Unverified | 0 |
| Learning Robotic Manipulation Skills Using an Adaptive Force-Impedance Action Space | Oct 19, 2021 | Contact-rich ManipulationDecision Making | —Unverified | 0 |
| Advanced Statistical Learning on Short Term Load Process Forecasting | Oct 19, 2021 | Decision MakingManagement | —Unverified | 0 |
| Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty | Oct 19, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations | Oct 19, 2021 | Decision MakingModel Selection | CodeCode Available | 0 |
| SS-MAIL: Self-Supervised Multi-Agent Imitation Learning | Oct 18, 2021 | Decision MakingImitation Learning | —Unverified | 0 |
| When Are Linear Stochastic Bandits Attackable? | Oct 18, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Improving Robustness of Reinforcement Learning for Power System Control with Adversarial Training | Oct 18, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Fair Tree Classifier using Strong Demographic Parity | Oct 18, 2021 | AttributeClassification | CodeCode Available | 0 |
| Don't Judge Me by My Face : An Indirect Adversarial Approach to Remove Sensitive Information From Multimodal Neural Representation in Asynchronous Job Video Interviews | Oct 18, 2021 | Decision MakingFairness | —Unverified | 0 |
| Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNet | Oct 18, 2021 | Decision MakingImage Forensics | CodeCode Available | 0 |
| A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds | Oct 18, 2021 | Additive modelsDecision Making | CodeCode Available | 0 |
| AUTO-DISCERN: Autonomous Driving Using Common Sense Reasoning | Oct 17, 2021 | Autonomous DrivingBIG-bench Machine Learning | —Unverified | 0 |
| Measuring Total Transverse Reference-free Displacements of Railroad Bridges using 2 Degrees of Freedom (2DOF): Experimental Validation | Oct 17, 2021 | Decision Making | —Unverified | 0 |
| Temporal Knowledge Graph Reasoning Triggered by Memories | Oct 17, 2021 | AttributeDecision Making | CodeCode Available | 0 |
| TIP: Task-Informed Motion Prediction for Intelligent Vehicles | Oct 17, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Decomposing Natural Logic Inferences in Neural NLI | Oct 16, 2021 | Decision MakingNegation | —Unverified | 0 |
| Mapping illegal waste dumping sites with neural-network classification of satellite imagery | Oct 16, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network | Oct 16, 2021 | Behavioural cloningDecision Making | —Unverified | 0 |
| NeuroView: Explainable Deep Network Decision Making | Oct 15, 2021 | Decision Making | —Unverified | 0 |
| Towards Identity Preserving Normal to Dysarthric Voice Conversion | Oct 15, 2021 | Data AugmentationDecision Making | —Unverified | 0 |
| Distribution-Free Federated Learning with Conformal Predictions | Oct 14, 2021 | Decision MakingFederated Learning | —Unverified | 0 |
| A Framework for Learning to Request Rich and Contextually Useful Information from Humans | Oct 14, 2021 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Looper: An end-to-end ML platform for product decisions | Oct 14, 2021 | Decision Making | —Unverified | 0 |
| FAIR Data Pipeline: provenance-driven data management for traceable scientific workflows | Oct 14, 2021 | Decision MakingManagement | —Unverified | 0 |