| The Economic Implications of Large Language Model Selection on Earnings and Return on Investment: A Decision Theoretic Model | May 27, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Leveraging Offline Data in Linear Latent Bandits | May 27, 2024 | Decision MakingMovie Recommendation | —Unverified | 0 |
| Ontology-Enhanced Decision-Making for Autonomous Agents in Dynamic and Partially Observable Environments | May 27, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence | May 27, 2024 | Decision MakingDescriptive | —Unverified | 0 |
| Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Tools | May 27, 2024 | Decision Making | —Unverified | 0 |
| BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation | May 27, 2024 | Decision Makingmodel | —Unverified | 0 |
| OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators | May 27, 2024 | Decision MakingOffline RL | —Unverified | 0 |
| Make Safe Decisions in Power System: Safe Reinforcement Learning Based Pre-decision Making for Voltage Stability Emergency Control | May 26, 2024 | Active LearningDecision Making | —Unverified | 0 |
| An Evolutionary Framework for Connect-4 as Test-Bed for Comparison of Advanced Minimax, Q-Learning and MCTS | May 26, 2024 | Decision MakingQ-Learning | —Unverified | 0 |
| Detection of decision-making manipulation in the pairwise comparisons method | May 26, 2024 | Decision Making | —Unverified | 0 |
| Variational Offline Multi-agent Skill Discovery | May 26, 2024 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models | May 26, 2024 | Decision Making | —Unverified | 0 |
| Improving Health Professionals' Onboarding with AI and XAI for Trustworthy Human-AI Collaborative Decision Making | May 26, 2024 | Decision Making | —Unverified | 0 |
| Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning | May 26, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model | May 26, 2024 | Decision Making | —Unverified | 0 |
| On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization | May 26, 2024 | Decision MakingText Generation | CodeCode Available | 0 |
| SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation | May 26, 2024 | Decision Making | —Unverified | 0 |
| On Bits and Bandits: Quantifying the Regret-Information Trade-off | May 26, 2024 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| Acquiring Better Load Estimates by Combining Anomaly and Change Point Detection in Power Grid Time-series Measurements | May 25, 2024 | Anomaly DetectionChange Point Detection | CodeCode Available | 0 |
| Front-propagation Algorithm: Explainable AI Technique for Extracting Linear Function Approximations from Neural Networks | May 25, 2024 | Decision Making | —Unverified | 0 |
| Federated Learning for Non-factorizable Models using Deep Generative Prior Approximations | May 25, 2024 | Decision MakingEpidemiology | CodeCode Available | 0 |
| A Prudent Framework for Understanding Risk-Awareness in Demand Response | May 25, 2024 | Decision Making | —Unverified | 0 |
| Generation of synthetic data using breast cancer dataset and classification with resnet18 | May 25, 2024 | Decision MakingEthics | —Unverified | 0 |
| Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness | May 24, 2024 | Decision MakingFairness | —Unverified | 0 |
| A Neurosymbolic Framework for Bias Correction in Convolutional Neural Networks | May 24, 2024 | Decision Makingimage-classification | —Unverified | 0 |
| Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning | May 24, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection | May 24, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Federated Offline Policy Optimization with Dual Regularization | May 24, 2024 | Decision Making | —Unverified | 0 |
| Serving economic prosperity: economic impact assessments (EIA) on Earth observation-based services and tools by SERVIR | May 24, 2024 | Decision MakingEarth Observation | —Unverified | 0 |
| Learning Invariant Causal Mechanism from Vision-Language Models | May 24, 2024 | Causal InferenceDecision Making | —Unverified | 0 |
| Inference of Utilities and Time Preference in Sequential Decision-Making | May 24, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making | May 24, 2024 | Binary ClassificationDecision Making | —Unverified | 0 |
| Concept-based Explainable Malignancy Scoring on Pulmonary Nodules in CT Images | May 24, 2024 | Additive modelsAttribute | —Unverified | 0 |
| A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs | May 24, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning | May 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development | May 24, 2024 | Decision MakingEvent Detection | CodeCode Available | 0 |
| Large Language Models for Explainable Decisions in Dynamic Digital Twins | May 23, 2024 | Decision Making | CodeCode Available | 0 |
| A motion-based compression algorithm for resource-constrained video camera traps | May 23, 2024 | Decision MakingEdge-computing | —Unverified | 0 |
| DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation | May 23, 2024 | D4RLDecision Making | CodeCode Available | 0 |
| Efficiently Training Deep-Learning Parametric Policies using Lagrangian Duality | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time | May 23, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization | May 23, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Iterative Causal Segmentation: Filling the Gap between Market Segmentation and Marketing Strategy | May 23, 2024 | Decision MakingMarketing | —Unverified | 0 |
| Understanding the Training and Generalization of Pretrained Transformer for Sequential Decision Making | May 23, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery | May 23, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Decision-Focused Forecasting: A Differentiable Multistage Optimisation Architecture | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| High Rank Path Development: an approach of learning the filtration of stochastic processes | May 23, 2024 | Decision MakingTime Series | —Unverified | 0 |
| T^2 of Thoughts: Temperature Tree Elicits Reasoning in Large Language Models | May 23, 2024 | Decision MakingText Generation | —Unverified | 0 |
| Towards Transferable Attacks Against Vision-LLMs in Autonomous Driving with Typography | May 23, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Local Causal Discovery for Structural Evidence of Direct Discrimination | May 23, 2024 | Causal DiscoveryDecision Making | CodeCode Available | 0 |