| Personalized next-best action recommendation with multi-party interaction learning for automated decision-making | Aug 19, 2021 | Decision MakingSequential Recommendation | —Unverified | 0 |
| Risk Bounds and Calibration for a Smart Predict-then-Optimize Method | Aug 19, 2021 | Decision MakingGeneralization Bounds | —Unverified | 0 |
| The Legislative Recipe: Syntax for Machine-Readable Legislation | Aug 19, 2021 | Decision Making | —Unverified | 0 |
| Multi-Center Federated Learning: Clients Clustering for Better Personalization | Aug 19, 2021 | ClusteringDecision Making | CodeCode Available | 1 |
| Improved Robustness and Safety for Pre-Adaptation of Meta Reinforcement Learning with Prior Regularization | Aug 19, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Improving Human Sequential Decision-Making with Reinforcement Learning | Aug 19, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Explainable Deep Reinforcement Learning Using Introspection in a Non-episodic Task | Aug 18, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Data-driven Modeling for Distribution Grids Under Partial Observability | Aug 18, 2021 | Decision Makingparameter estimation | —Unverified | 0 |
| FARF: A Fair and Adaptive Random Forests Classifier | Aug 17, 2021 | Decision MakingFairness | —Unverified | 0 |
| OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting | Aug 17, 2021 | Decision MakingDiagnostic | —Unverified | 0 |
| A BCS-GDE Algorithm for Multi-objective Optimization of Combined Cooling, Heating and Power Model | Aug 17, 2021 | Decision MakingDiversity | —Unverified | 0 |
| Incremental cluster validity index-guided online learning for performance and robustness to presentation order | Aug 17, 2021 | ClusteringDecision Making | —Unverified | 0 |
| Statistical Learning to Operationalize a Domain Agnostic Data Quality Scoring | Aug 16, 2021 | Decision Making | —Unverified | 0 |
| Neural-to-Tree Policy Distillation with Policy Improvement Criterion | Aug 16, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Fast Algorithm for Computing the Deficiency Number of a Mahjong Hand | Aug 15, 2021 | Decision Making | —Unverified | 0 |
| NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach | Aug 15, 2021 | Decision MakingImage Registration | CodeCode Available | 0 |
| Learning from Images: Proactive Caching with Parallel Convolutional Neural Networks | Aug 15, 2021 | Decision Making | —Unverified | 0 |
| Multi-Objective Recommendations: A Tutorial | Aug 13, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning | Aug 13, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| TDM: Trustworthy Decision-Making via Interpretability Enhancement | Aug 13, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Bagging Supervised Autoencoder Classifier for Credit Scoring | Aug 12, 2021 | Decision MakingManagement | —Unverified | 0 |
| Fair Decision-Making for Food Inspections | Aug 12, 2021 | Decision MakingFairness | —Unverified | 0 |
| Attacks against Ranking Algorithms with Text Embeddings: a Case Study on Recruitment Algorithms | Aug 12, 2021 | Decision MakingSentence | —Unverified | 0 |
| Development of Simulation-based Lane Change Control System for Autonomous Vehicles | Aug 12, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Synthesis of Static Test Environments for Observing Sequence-like Behaviors in Autonomous Systems | Aug 12, 2021 | Decision Making | —Unverified | 0 |
| Does Explicit Prediction Matter in Deep Reinforcement Learning-Based Energy Management? | Aug 11, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks | Aug 11, 2021 | Decision MakingFraud Detection | CodeCode Available | 1 |
| Behavioral Bias Benefits: Beating Benchmarks By Bundling Bouncy Baskets | Aug 10, 2021 | Decision Making | —Unverified | 0 |
| Deep Joint Learning of Pathological Region Localization and Alzheimer's Disease Diagnosis | Aug 10, 2021 | Decision MakingPosition | CodeCode Available | 0 |
| Binary Complex Neural Network Acceleration on FPGA | Aug 10, 2021 | Decision Making | —Unverified | 0 |
| The contribution of local variations in hue or contrast to symmetry of things in a thing | Aug 10, 2021 | Decision MakingSymmetry Detection | —Unverified | 0 |
| Explainable AI and susceptibility to adversarial attacks: a case study in classification of breast ultrasound images | Aug 9, 2021 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| Team Power Dynamics and Team Impact: New Perspectives on Scientific Collaboration using Career Age as a Proxy for Team Power | Aug 9, 2021 | Decision MakingSociology | —Unverified | 0 |
| Symptom based Hierarchical Classification of Diabetes and Thyroid disorders using Fuzzy Cognitive Maps | Aug 8, 2021 | Decision Making | —Unverified | 0 |
| Rapid Automated Analysis of Skull Base Tumor Specimens Using Intraoperative Optical Imaging and Artificial Intelligence | Aug 8, 2021 | Contrastive LearningDecision Making | —Unverified | 0 |
| A Look at the Evaluation Setup of the M5 Forecasting Competition | Aug 8, 2021 | BenchmarkingDecision Making | —Unverified | 0 |
| Artificial Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges | Aug 7, 2021 | Decision MakingEdge-computing | —Unverified | 0 |
| Information Bottleneck Approach to Spatial Attention Learning | Aug 7, 2021 | Decision Makingdomain classification | CodeCode Available | 1 |
| Joint AP Probing and Scheduling: A Contextual Bandit Approach | Aug 6, 2021 | Decision MakingScheduling | —Unverified | 0 |
| Free Will: A New Formulation | Aug 5, 2021 | Decision MakingPhilosophy | —Unverified | 0 |
| Mixture of Linear Models Co-supervised by Deep Neural Networks | Aug 5, 2021 | Decision MakingExplainable Models | —Unverified | 0 |
| Determining Sentencing Recommendations and Patentability Using a Machine Learning Trained Expert System | Aug 5, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A variational Bayesian spatial interaction model for estimating revenue and demand at business facilities | Aug 5, 2021 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows | Aug 4, 2021 | Decision MakingImage Segmentation | CodeCode Available | 1 |
| Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping | Aug 4, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Regret theory under fear of the unknown | Aug 4, 2021 | Decision Making | —Unverified | 0 |
| VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models | Aug 4, 2021 | Decision Making | CodeCode Available | 1 |
| Toward Improving Confidence in Autonomous Vehicle Software: A Study on Traffic Sign Recognition Systems | Aug 3, 2021 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Factor Representation and Decision Making in Stock Markets Using Deep Reinforcement Learning | Aug 3, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management | Aug 3, 2021 | Decision MakingExperimental Design | —Unverified | 0 |