| Fair Multiple Decision Making Through Soft Interventions | Dec 1, 2020 | Decision MakingFairness | CodeCode Available | 0 |
| Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions | Dec 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Counterfactual Prediction for Bundle Treatment | Dec 1, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Planning with General Objective Functions: Going Beyond Total Rewards | Dec 1, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Axioms for Learning from Pairwise Comparisons | Dec 1, 2020 | Decision Making | —Unverified | 0 |
| R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making | Dec 1, 2020 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Natural Policy Gradient Primal-Dual Method for Constrained Markov Decision Processes | Dec 1, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains | Dec 1, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Delay and Cooperation in Nonstochastic Linear Bandits | Dec 1, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Learning Multi-Agent Communication through Structured Attentive Reasoning | Dec 1, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Offline Imitation Learning with a Misspecified Simulator | Dec 1, 2020 | Decision MakingFriction | —Unverified | 0 |
| Explainable Voting | Dec 1, 2020 | Decision Making | —Unverified | 0 |
| Inferring learning rules from animal decision-making | Dec 1, 2020 | Decision Making | CodeCode Available | 0 |
| On Efficiency in Hierarchical Reinforcement Learning | Dec 1, 2020 | Computational EfficiencyDecision Making | —Unverified | 0 |
| TimeSHAP: Explaining Recurrent Models through Sequence Perturbations | Nov 30, 2020 | Decision MakingFeature Importance | CodeCode Available | 1 |
| Why model why? Assessing the strengths and limitations of LIME | Nov 30, 2020 | Autonomous VehiclesBIG-bench Machine Learning | CodeCode Available | 0 |
| Soft-Robust Algorithms for Batch Reinforcement Learning | Nov 30, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic | Nov 30, 2020 | ClusteringDecision Making | —Unverified | 0 |
| AFD-Net: Adaptive Fully-Dual Network for Few-Shot Object Detection | Nov 30, 2020 | Decision MakingFew-Shot Object Detection | —Unverified | 0 |
| A Large Scale Randomized Controlled Trial on Herding in Peer-Review Discussions | Nov 30, 2020 | Decision Making | —Unverified | 0 |
| Improved Diagnosis of Tibiofemoral Cartilage Defects on MRI Images Using Deep Learning | Nov 30, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Offline Reinforcement Learning Hands-On | Nov 29, 2020 | Behavioural cloningDecision Making | —Unverified | 0 |
| Distilled Thompson Sampling: Practical and Efficient Thompson Sampling via Imitation Learning | Nov 29, 2020 | Action GenerationDecision Making | —Unverified | 0 |
| UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information | Nov 29, 2020 | Aerial Video Semantic SegmentationDecision Making | CodeCode Available | 0 |
| A Tractable Online Learning Algorithm for the Multinomial Logit Contextual Bandit | Nov 28, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |