| 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 |
| Towards decoding the coupled decision-making of metabolism and epithelial-mesenchymal transition in cancer | Nov 27, 2020 | Decision Making | —Unverified | 0 |
| Teaching the Machine to Explain Itself using Domain Knowledge | Nov 27, 2020 | Decision MakingFraud Detection | —Unverified | 0 |
| A Recurrent Vision-and-Language BERT for Navigation | Nov 26, 2020 | Decision MakingDecoder | CodeCode Available | 1 |
| An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space | Nov 26, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation | Nov 26, 2020 | Decision Making | CodeCode Available | 0 |
| Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems | Nov 26, 2020 | Decision Making | —Unverified | 0 |
| Learning Causal Bayesian Networks from Text | Nov 26, 2020 | Decision MakingForm | —Unverified | 0 |
| Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization | Nov 25, 2020 | Decision MakingDiagnostic | CodeCode Available | 0 |
| ColdGAN: Resolving Cold Start User Recommendation by using Generative Adversarial Networks | Nov 25, 2020 | Decision Making | —Unverified | 0 |
| AI virtues -- The missing link in putting AI ethics into practice | Nov 25, 2020 | Decision MakingEthics | —Unverified | 0 |
| The Landscape of Ontology Reuse Approaches | Nov 25, 2020 | Decision Making | —Unverified | 0 |
| A New Approach of Data Pre-processing for Data Compression in Smart Grids | Nov 24, 2020 | Data CompressionDecision Making | —Unverified | 0 |
| Discovering Avoidable Planner Failures of Autonomous Vehicles using Counterfactual Analysis in Behaviorally Diverse Simulation | Nov 24, 2020 | Autonomous Vehiclescounterfactual | —Unverified | 0 |
| Decoupled Sparse Gaussian Processes Components]Decoupled Sparse Gaussian Processes Components : Separating Decision Making from Data Manifold Fitting | Nov 23, 2020 | Decision MakingGaussian Processes | —Unverified | 0 |
| The Epps effect under alternative sampling schemes | Nov 23, 2020 | Decision Making | CodeCode Available | 0 |
| Fairness-guided SMT-based Rectification of Decision Trees and Random Forests | Nov 22, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences | Nov 21, 2020 | Decision MakingMultiple Sequence Alignment | CodeCode Available | 0 |
| Large-Scale Multi-Agent Deep FBSDEs | Nov 21, 2020 | Autonomous RacingDecision Making | —Unverified | 0 |
| User and Item-aware Estimation of Review Helpfulness | Nov 20, 2020 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Mechanistic modeling of African swine fever: A systematic review | Nov 19, 2020 | ArticlesDecision Making | —Unverified | 0 |
| Parrot: Data-Driven Behavioral Priors for Reinforcement Learning | Nov 19, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| A scoping review of causal methods enabling predictions under hypothetical interventions | Nov 19, 2020 | Causal InferenceDecision Making | —Unverified | 0 |
| Active Inference and Behavior Trees for Reactive Action Planning and Execution in Robotics | Nov 19, 2020 | Decision Making | CodeCode Available | 1 |
| Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface | Nov 19, 2020 | Brain Computer InterfaceDecision Making | —Unverified | 0 |
| RADAR-X: An Interactive Mixed Initiative Planning Interface Pairing Contrastive Explanations and Revised Plan Suggestions | Nov 19, 2020 | Decision Making | —Unverified | 0 |