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| Feasibility study of urban flood mapping using traffic signs for route optimization | Sep 24, 2021 | Decision MakingManagement | —Unverified | 0 |
| Optimal Decision Making in High-Throughput Virtual Screening Pipelines | Sep 23, 2021 | Decision MakingDrug Discovery | —Unverified | 0 |
| Breaking BERT: Understanding its Vulnerabilities for Named Entity Recognition through Adversarial Attack | Sep 23, 2021 | Adversarial AttackDecision Making | CodeCode Available | 0 |
| Active Learning for Argument Strength Estimation | Sep 23, 2021 | Active LearningArgument Mining | CodeCode Available | 0 |
| Dimension-Free Rates for Natural Policy Gradient in Multi-Agent Reinforcement Learning | Sep 23, 2021 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Fully probabilistic design for knowledge fusion between Bayesian filters under uniform disturbances | Sep 22, 2021 | Decision MakingTransfer Learning | —Unverified | 0 |
| Making Human-Like Trade-offs in Constrained Environments by Learning from Demonstrations | Sep 22, 2021 | Decision Making | —Unverified | 0 |
| Benchmarking Lane-changing Decision-making for Deep Reinforcement Learning | Sep 22, 2021 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| On Optimal Robustness to Adversarial Corruption in Online Decision Problems | Sep 22, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment | Sep 22, 2021 | Decision Making | —Unverified | 0 |
| Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making | Sep 21, 2021 | Decision MakingFairness | —Unverified | 0 |
| Vaccine allocation policy optimization and budget sharing mechanism using Thompson sampling | Sep 21, 2021 | Decision MakingManagement | CodeCode Available | 0 |
| Off-line approximate dynamic programming for the vehicle routing problem with a highly variable customer basis and stochastic demands | Sep 21, 2021 | Decision MakingQ-Learning | —Unverified | 0 |
| Early and Revocable Time Series Classification | Sep 21, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Learning offline: memory replay in biological and artificial reinforcement learning | Sep 21, 2021 | Continual LearningDecision Making | —Unverified | 0 |
| A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning | Sep 21, 2021 | Anomaly DetectionAtari Games | —Unverified | 0 |
| POI Alias Discovery in Delivery Addresses using User Locations | Sep 20, 2021 | Decision Making | —Unverified | 0 |
| Algorithmic Fairness Verification with Graphical Models | Sep 20, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Assisted Learning for Organizations with Limited Imbalanced Data | Sep 20, 2021 | Decision Making | —Unverified | 0 |
| Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time | Sep 20, 2021 | Decision Makingregression | —Unverified | 0 |
| Optimal Team Economic Decisions in Counter-Strike | Sep 20, 2021 | Decision Making | —Unverified | 0 |
| Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision | Sep 18, 2021 | Decision MakingEdge-computing | —Unverified | 0 |
| Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making | Sep 18, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Fairness Maximization among Offline Agents in Online-Matching Markets | Sep 18, 2021 | Decision MakingFairness | —Unverified | 0 |
| Data-Driven Off-Policy Estimator Selection: An Application in User Marketing on An Online Content Delivery Service | Sep 17, 2021 | Decision MakingMarketing | —Unverified | 0 |
| Integrating Deep Reinforcement and Supervised Learning to Expedite Indoor Mapping | Sep 17, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Accelerating Offline Reinforcement Learning Application in Real-Time Bidding and Recommendation: Potential Use of Simulation | Sep 17, 2021 | Decision MakingOffline RL | —Unverified | 0 |
| Load Balancing in Compute Clusters with Delayed Feedback | Sep 17, 2021 | Decision Making | CodeCode Available | 0 |
| Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU | Sep 17, 2021 | Decision MakingNatural Language Understanding | —Unverified | 0 |
| Reinforcement Learning Policies in Continuous-Time Linear Systems | Sep 16, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Policy Choice and Best Arm Identification: Asymptotic Analysis of Exploration Sampling | Sep 16, 2021 | Decision MakingExperimental Design | —Unverified | 0 |
| An Ontology-Based Information Extraction System for Residential Land Use Suitability Analysis | Sep 16, 2021 | Decision Making | —Unverified | 0 |
| Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition | Sep 16, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images | Sep 15, 2021 | Autonomous NavigationDecision Making | —Unverified | 0 |
| Modeling the effects of environmental and perceptual uncertainty using deterministic reinforcement learning dynamics with partial observability | Sep 15, 2021 | Decision Making | CodeCode Available | 0 |
| Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving | Sep 15, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects | Sep 15, 2021 | Decision Making | —Unverified | 0 |
| Secure Your Ride: Real-time Matching Success Rate Prediction for Passenger-Driver Pairs | Sep 14, 2021 | Decision MakingKnowledge Distillation | —Unverified | 0 |
| WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management | Sep 14, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| What are the attackers doing now? Automating cyber threat intelligence extraction from text on pace with the changing threat landscape: A survey | Sep 14, 2021 | ArticlesDecision Making | —Unverified | 0 |
| COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification | Sep 14, 2021 | Decision MakingICU Admission | —Unverified | 0 |
| Deceptive Decision-Making Under Uncertainty | Sep 14, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control | Sep 14, 2021 | Decision Making | —Unverified | 0 |
| Learning and Decision-Making with Data: Optimal Formulations and Phase Transitions | Sep 14, 2021 | Decision Making | —Unverified | 0 |
| Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents | Sep 14, 2021 | Decision MakingLearning Theory | —Unverified | 0 |
| Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach | Sep 13, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Augmenting Decision Making via Interactive What-If Analysis | Sep 13, 2021 | Decision MakingMarketing | —Unverified | 0 |
| Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making | Sep 13, 2021 | Decision MakingFairness | —Unverified | 0 |
| Learning-to-defer for sequential medical decision-making under uncertainty | Sep 13, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |