| Learning to Observe with Reinforcement Learning | Jan 1, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Neural Network Surgery: Combining Training with Topology Optimization | Jan 1, 2021 | Decision MakingNeural Architecture Search | —Unverified | 0 |
| Learning Flexible Visual Representations via Interactive Gameplay | Jan 1, 2021 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Learning to Control on the Fly | Jan 1, 2021 | Decision Making | —Unverified | 0 |
| Understanding and Leveraging Causal Relations in Deep Reinforcement Learning | Jan 1, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Towards a Reliable and Robust Dialogue System for Medical Automatic Diagnosis | Jan 1, 2021 | Decision MakingDiagnostic | —Unverified | 0 |
| Success-Rate Targeted Reinforcement Learning by Disorientation Penalty | Jan 1, 2021 | Decision MakingQ-Learning | —Unverified | 0 |
| Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning | Jan 1, 2021 | Computed Tomography (CT)COVID-19 Diagnosis | —Unverified | 0 |
| Constraint-Driven Explanations of Black-Box ML Models | Jan 1, 2021 | Decision Making | —Unverified | 0 |
| Driving through the Lens: Improving Generalization of Learning-based Steering using Simulated Adversarial Examples | Jan 1, 2021 | Autonomous DrivingData Augmentation | —Unverified | 0 |
| Estimating Treatment Effects via Orthogonal Regularization | Jan 1, 2021 | Causal InferenceDecision Making | —Unverified | 0 |
| Counterfactual Fairness through Data Preprocessing | Jan 1, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Computing Preimages of Deep Neural Networks with Applications to Safety | Jan 1, 2021 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Learning to Make Decisions via Submodular Regularization | Jan 1, 2021 | Active LearningBayesian Optimization | —Unverified | 0 |
| Divide-and-Conquer Monte Carlo Tree Search | Jan 1, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning to Recover from Failures using Memory | Jan 1, 2021 | Decision MakingMeta-Learning | —Unverified | 0 |
| Hard Masking for Explaining Graph Neural Networks | Jan 1, 2021 | Data CompressionDecision Making | —Unverified | 0 |
| PFL-MoE: Personalized Federated Learning Based on Mixture of Experts | Dec 31, 2020 | Decision MakingFederated Learning | CodeCode Available | 1 |
| Continuity of Generalized Entropy and Statistical Learning | Dec 31, 2020 | Decision MakingLearning Theory | —Unverified | 0 |
| Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients | Dec 30, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 |
| Prosocial Norm Emergence in Multiagent Systems | Dec 29, 2020 | Decision MakingFairness | —Unverified | 0 |
| Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories | Dec 29, 2020 | Decision Making | CodeCode Available | 1 |
| A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization | Dec 29, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| How to Train Your Differentiable Filter | Dec 28, 2020 | Decision MakingState Estimation | CodeCode Available | 1 |
| Brain-inspired Search Engine Assistant based on Knowledge Graph | Dec 25, 2020 | Decision Making | —Unverified | 0 |
| A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints | Dec 24, 2020 | Decision MakingFairness | —Unverified | 0 |
| SPOTTER: Extending Symbolic Planning Operators through Targeted Reinforcement Learning | Dec 24, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Towards a Formal Framework for Partial Compliance of Business Processes | Dec 24, 2020 | Decision Making | —Unverified | 0 |
| Microcircuit synchronization and heavy tailed synaptic weight distribution in preBötzinger Complex contribute to generation of breathing rhythm | Dec 23, 2020 | Decision MakingRhythm | —Unverified | 0 |
| A Comparative Study of AHP and Fuzzy AHP Method for Inconsistent Data | Dec 23, 2020 | Decision Making | —Unverified | 0 |
| Prognostic Power of Texture Based Morphological Operations in a Radiomics Study for Lung Cancer | Dec 23, 2020 | Decision MakingSurvival Analysis | —Unverified | 0 |
| Digital me ontology and ethics | Dec 22, 2020 | AI AgentDecision Making | —Unverified | 0 |
| Are We On The Same Page? Hierarchical Explanation Generation for Planning Tasks in Human-Robot Teaming using Reinforcement Learning | Dec 22, 2020 | AI AgentDecision Making | —Unverified | 0 |
| Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization | Dec 22, 2020 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Autonomous Charging of Electric Vehicle Fleets to Enhance Renewable Generation Dispatchability | Dec 22, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Computational Framework for Solving Nonlinear Binary OptimizationProblems in Robust Causal Inference | Dec 22, 2020 | Causal InferenceDecision Making | —Unverified | 0 |
| Off-Policy Optimization of Portfolio Allocation Policies under Constraints | Dec 21, 2020 | Decision MakingPortfolio Optimization | CodeCode Available | 0 |
| Amplifying the Anterior-Posterior Difference via Data Enhancement -- A More Robust Deep Monocular Orientation Estimation Solution | Dec 21, 2020 | Decision Making | —Unverified | 0 |
| The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective | Dec 21, 2020 | Decision MakingFairness | —Unverified | 0 |
| Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration | Dec 20, 2020 | Decision Making | CodeCode Available | 0 |
| Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach | Dec 19, 2020 | Decision Making | —Unverified | 0 |
| The Danger of Reverse-Engineering of Automated Judicial Decision-Making Systems | Dec 18, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks | Dec 17, 2020 | Adversarial AttackDecision Making | CodeCode Available | 0 |
| Predicting Decisions in Language Based Persuasion Games | Dec 17, 2020 | Decision Making | CodeCode Available | 0 |
| Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching | Dec 16, 2020 | Combinatorial OptimizationDecision Making | CodeCode Available | 2 |
| Lévy walks derived from a Bayesian decision-making model in non-stationary environments | Dec 16, 2020 | Bayesian InferenceDecision Making | —Unverified | 0 |
| A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning | Dec 15, 2020 | Binary ClassificationDecision Making | —Unverified | 0 |
| On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models | Dec 15, 2020 | Decision MakingDiversity | —Unverified | 0 |
| Detection of Anomalies in a Time Series Data using InfluxDB and Python | Dec 15, 2020 | Decision MakingTime Series | —Unverified | 0 |