| Local Differential Privacy for Sequential Decision Making in a Changing Environment | Jan 2, 2023 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning | Jan 2, 2023 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Semi-supervised Semantics-guided Adversarial Training for Robust Trajectory Prediction | Jan 1, 2023 | Decision MakingPrediction | CodeCode Available | 0 |
| Toward Multi-Granularity Decision-Making: Explicit Visual Reasoning with Hierarchical Knowledge | Jan 1, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| Unleashing the Potential of Spiking Neural Networks with Dynamic Confidence | Jan 1, 2023 | Decision Making | —Unverified | 0 |
| Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification | Jan 1, 2023 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin | Jan 1, 2023 | ClusteringDecision Making | —Unverified | 0 |
| IIEU: Rethinking Neural Feature Activation from Decision-Making | Jan 1, 2023 | Decision MakingRepresentation Learning | CodeCode Available | 0 |
| New Challenges in Reinforcement Learning: A Survey of Security and Privacy | Dec 31, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion | Dec 30, 2022 | Decision MakingSeismic Inversion | —Unverified | 0 |
| GANExplainer: GAN-based Graph Neural Networks Explainer | Dec 30, 2022 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Online Statistical Inference for Contextual Bandits via Stochastic Gradient Descent | Dec 30, 2022 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Detection of Groups with Biased Representation in Ranking | Dec 30, 2022 | Decision MakingFairness | —Unverified | 0 |
| An Instrumental Variable Approach to Confounded Off-Policy Evaluation | Dec 29, 2022 | Decision MakingOff-policy evaluation | —Unverified | 0 |
| Quantile Off-Policy Evaluation via Deep Conditional Generative Learning | Dec 29, 2022 | Decision MakingOff-policy evaluation | —Unverified | 0 |
| Near-Optimal Non-Parametric Sequential Tests and Confidence Sequences with Possibly Dependent Observations | Dec 29, 2022 | Decision MakingLEMMA | CodeCode Available | 0 |
| A Theoretical Framework for AI Models Explainability with Application in Biomedicine | Dec 29, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Offline Reinforcement Learning via Linear-Programming with Error-Bound Induced Constraints | Dec 28, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| Annealing Double-Head: An Architecture for Online Calibration of Deep Neural Networks | Dec 27, 2022 | Decision Making | —Unverified | 0 |
| Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach | Dec 27, 2022 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Dynamics of Social Networks: Multi-agent Information Fusion, Anticipatory Decision Making and Polling | Dec 26, 2022 | Change DetectionDecision Making | —Unverified | 0 |
| Linear Combinatorial Semi-Bandit with Causally Related Rewards | Dec 25, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Hypervolume Based Approach to Rank Intuitionistic Fuzzy Sets and Its Extension to Multi-criteria Decision Making Under Uncertainty | Dec 25, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank | Dec 24, 2022 | Decision MakingInformation Retrieval | —Unverified | 0 |
| SHIRO: Soft Hierarchical Reinforcement Learning | Dec 24, 2022 | Decision MakingEfficient Exploration | —Unverified | 0 |
| Security and Interpretability in Automotive Systems | Dec 23, 2022 | Decision MakingTime Series Analysis | —Unverified | 0 |
| Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow | Dec 23, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| An active learning method for solving competitive multi-agent decision-making and control problems | Dec 23, 2022 | Active LearningDecision Making | CodeCode Available | 0 |
| Cross-Domain Shopping and Stock Trend Analysis | Dec 23, 2022 | Decision Making | —Unverified | 0 |
| Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods | Dec 23, 2022 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information | Dec 23, 2022 | Decision MakingOff-policy evaluation | —Unverified | 0 |
| Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT | Dec 23, 2022 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Neighboring state-based RL Exploration | Dec 21, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Online Statistical Inference in Decision-Making with Matrix Context | Dec 21, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Decision-making and control with diffractive optical networks | Dec 21, 2022 | Autonomous DrivingCar Racing | CodeCode Available | 0 |
| UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering | Dec 21, 2022 | Data AugmentationDecision Making | —Unverified | 0 |
| Scheduling with Predictions | Dec 20, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Bandit approach to conflict-free multi-agent Q-learning in view of photonic implementation | Dec 20, 2022 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Explaining Classifications to Non Experts: An XAI User Study of Post Hoc Explanations for a Classifier When People Lack Expertise | Dec 19, 2022 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension | Dec 19, 2022 | Decision MakingMachine Reading Comprehension | —Unverified | 0 |
| Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding | Dec 19, 2022 | Decision MakingRobust Design | —Unverified | 0 |
| GAN-based Tabular Data Generator for Constructing Synopsis in Approximate Query Processing: Challenges and Solutions | Dec 18, 2022 | Decision Making | —Unverified | 0 |
| TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective | Dec 17, 2022 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Toward BCI-enabled Metaverse: A Joint Learning and Resource Allocation Approach | Dec 17, 2022 | Brain Computer InterfaceDecision Making | —Unverified | 0 |
| Robust Predictive Output-Feedback Safety Filter for Uncertain Nonlinear Control Systems | Dec 17, 2022 | Decision Making | CodeCode Available | 0 |
| Provable Fairness for Neural Network Models using Formal Verification | Dec 16, 2022 | Decision MakingFairness | —Unverified | 0 |
| Law to Binary Tree -- An Formal Interpretation of Legal Natural Language | Dec 16, 2022 | Decision MakingLegal Reasoning | —Unverified | 0 |
| Predicting Autonomous Vehicle Collision Injury Severity Levels for Ethical Decision Making and Path Planning | Dec 16, 2022 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A scalable framework for annotating photovoltaic cell defects in electroluminescence images | Dec 15, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Explainable Machine Learning for Hydrocarbon Prospect Risking | Dec 15, 2022 | AttributeDecision Making | —Unverified | 0 |