| Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing | Nov 28, 2022 | Decision MakingMarketing | —Unverified | 0 |
| Anderson Acceleration for Partially Observable Markov Decision Processes: A Maximum Entropy Approach | Nov 28, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Semi-Supervised Specific Emitter Identification Method Using Metric-Adversarial Training | Nov 28, 2022 | Decision MakingMetric Learning | CodeCode Available | 1 |
| Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding | Nov 28, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| AcceRL: Policy Acceleration Framework for Deep Reinforcement Learning | Nov 28, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Is Conditional Generative Modeling all you need for Decision-Making? | Nov 28, 2022 | AllDecision Making | —Unverified | 0 |
| Continuous Episodic Control | Nov 28, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Bayesian Network Models of Causal Interventions in Healthcare Decision Making: Literature Review and Software Evaluation | Nov 28, 2022 | Decision Making | —Unverified | 0 |
| "Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual Explanations | Nov 27, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Attribution-based XAI Methods in Computer Vision: A Review | Nov 27, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| How Crucial is Transformer in Decision Transformer? | Nov 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Contextual Decision-Making with Knapsacks Beyond the Worst Case | Nov 25, 2022 | Decision MakingManagement | —Unverified | 0 |
| Model-Free Reinforcement Learning with the Decision-Estimation Coefficient | Nov 25, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Strategyproof Decision-Making in Panel Data Settings and Beyond | Nov 25, 2022 | Decision MakingEconometrics | —Unverified | 0 |
| Efficient Communication in Organizations | Nov 24, 2022 | Decision Making | —Unverified | 0 |
| Learning Invariant Rules from Data for Interpretable Anomaly Detection | Nov 24, 2022 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| Multi-Environment Pretraining Enables Transfer to Action Limited Datasets | Nov 23, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Masked Autoencoding for Scalable and Generalizable Decision Making | Nov 23, 2022 | Decision MakingOffline RL | CodeCode Available | 1 |
| Digital Twin-Centered Hybrid Data-Driven Multi-Stage Deep Learning Framework for Enhanced Nuclear Reactor Power Prediction | Nov 23, 2022 | Decision Making | —Unverified | 0 |
| Reconnoitering the class distinguishing abilities of the features, to know them better | Nov 23, 2022 | Decision Making | —Unverified | 0 |
| Don't Watch Me: A Spatio-Temporal Trojan Attack on Deep-Reinforcement-Learning-Augment Autonomous Driving | Nov 22, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Big Earth Data and Machine Learning for Sustainable and Resilient Agriculture | Nov 22, 2022 | Decision MakingEarth Observation | CodeCode Available | 0 |
| β-Multivariational Autoencoder for Entangled Representation Learning in Video Frames | Nov 22, 2022 | Decision MakingObject | CodeCode Available | 0 |
| PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition | Nov 22, 2022 | Decision MakingFace Recognition | CodeCode Available | 0 |
| Multimorbidity Content-Based Medical Image Retrieval Using Proxies | Nov 22, 2022 | Content-Based Image RetrievalDecision Making | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Rare Event Estimation | Nov 22, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Decision-making with Speculative Opponent Models | Nov 22, 2022 | Decision MakingSMAC | CodeCode Available | 0 |
| The transport problem for non-additive measures | Nov 22, 2022 | Decision Making | —Unverified | 0 |
| Data analysis and visualization techniques for project tracking: Experiences with the ITLingo-Cloud Platform | Nov 21, 2022 | Decision MakingManagement | —Unverified | 0 |
| Causal Fairness Assessment of Treatment Allocation with Electronic Health Records | Nov 21, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| Data-Driven Offline Decision-Making via Invariant Representation Learning | Nov 21, 2022 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Taming Reachability Analysis of DNN-Controlled Systems via Abstraction-Based Training | Nov 21, 2022 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Explaining Random Forests using Bipolar Argumentation and Markov Networks (Technical Report) | Nov 21, 2022 | Decision Making | —Unverified | 0 |
| Model-based Trajectory Stitching for Improved Offline Reinforcement Learning | Nov 21, 2022 | Behavioural cloningData Augmentation | —Unverified | 0 |
| UniMASK: Unified Inference in Sequential Decision Problems | Nov 20, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Safe Reinforcement Learning using Data-Driven Predictive Control | Nov 20, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Revealing Robust Oil and Gas Company Macro-Strategies using Deep Multi-Agent Reinforcement Learning | Nov 20, 2022 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Algorithmic Decision-Making Safeguarded by Human Knowledge | Nov 20, 2022 | Decision MakingDemand Forecasting | —Unverified | 0 |
| I saw, I conceived, I concluded: Progressive Concepts as Bottlenecks | Nov 19, 2022 | Decision Making | —Unverified | 0 |
| Forecasting labels under distribution-shift for machine-guided sequence design | Nov 18, 2022 | Decision Making | —Unverified | 0 |
| Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation | Nov 18, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic | Nov 17, 2022 | Decision MakingImputation | —Unverified | 0 |
| Do graph neural networks learn traditional jet substructure? | Nov 17, 2022 | Decision MakingJet Tagging | CodeCode Available | 1 |
| Introduction to Online Control | Nov 17, 2022 | Decision Making | —Unverified | 0 |
| Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine | Nov 17, 2022 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Advanced Situational Graphs for Robot Navigation in Structured Indoor Environments | Nov 16, 2022 | Decision MakingRobot Navigation | —Unverified | 0 |
| Data-pooling Reinforcement Learning for Personalized Healthcare Intervention | Nov 16, 2022 | Decision MakingManagement | —Unverified | 0 |
| Addressing the issue of stochastic environments and local decision-making in multi-objective reinforcement learning | Nov 16, 2022 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Causal Bandits: Online Decision-Making in Endogenous Settings | Nov 16, 2022 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Efficiently Finding Adversarial Examples with DNN Preprocessing | Nov 16, 2022 | Decision Making | —Unverified | 0 |