| XAI-based Feature Selection for Improved Network Intrusion Detection Systems | Oct 14, 2024 | AttributeDecision Making | CodeCode Available | 0 |
| Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes | Oct 14, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Investigating Implicit Bias in Large Language Models: A Large-Scale Study of Over 50 LLMs | Oct 13, 2024 | Decision Making | —Unverified | 0 |
| ContextWIN: Whittle Index Based Mixture-of-Experts Neural Model For Restless Bandits Via Deep RL | Oct 13, 2024 | Decision MakingMixture-of-Experts | —Unverified | 0 |
| Learning from the past: predicting critical transitions with machine learning trained on surrogates of historical data | Oct 13, 2024 | Decision MakingSociology | CodeCode Available | 0 |
| Evaluating Gender Bias of LLMs in Making Morality Judgements | Oct 13, 2024 | Decision Making | —Unverified | 0 |
| Adaptive Reasoning and Acting in Medical Language Agents | Oct 13, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? | Oct 13, 2024 | Decision MakingDecoder | —Unverified | 0 |
| Interpretable Video based Stress Detection with Self-Refine Chain-of-thought Reasoning | Oct 12, 2024 | Decision Making | —Unverified | 0 |
| DAWN: Designing Distributed Agents in a Worldwide Network | Oct 11, 2024 | Decision Making | —Unverified | 0 |
| A Comparative Analysis on Ethical Benchmarking in Large Language Models | Oct 11, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| Optimized Biomedical Question-Answering Services with LLM and Multi-BERT Integration | Oct 11, 2024 | Decision MakingQuestion Answering | —Unverified | 0 |
| Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin | Oct 11, 2024 | Authorship AttributionAuthorship Verification | —Unverified | 0 |
| Ranking over Regression for Bayesian Optimization and Molecule Selection | Oct 11, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Causal machine learning for predicting treatment outcomes | Oct 11, 2024 | Decision Making | —Unverified | 0 |
| JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensembles | Oct 11, 2024 | Decision MakingSynthetic Data Generation | —Unverified | 0 |
| DiffPO: A causal diffusion model for learning distributions of potential outcomes | Oct 11, 2024 | Causal InferenceDecision Making | CodeCode Available | 1 |
| Hybrid LLM-DDQN based Joint Optimization of V2I Communication and Autonomous Driving | Oct 11, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Learning Representations of Instruments for Partial Identification of Treatment Effects | Oct 11, 2024 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Variance reduction combining pre-experiment and in-experiment data | Oct 11, 2024 | Decision MakingSensitivity | —Unverified | 0 |
| Integrating Expert Judgment and Algorithmic Decision Making: An Indistinguishability Framework | Oct 11, 2024 | Decision Making | CodeCode Available | 0 |
| Transferable Belief Model on Quantum Circuits | Oct 11, 2024 | Decision Makingmodel | —Unverified | 0 |
| TRIAGE: Ethical Benchmarking of AI Models Through Mass Casualty Simulations | Oct 10, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Large Legislative Models: Towards Efficient AI Policymaking in Economic Simulations | Oct 10, 2024 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare | Oct 10, 2024 | Common Sense ReasoningData Augmentation | —Unverified | 0 |
| Decision-Aware Predictive Model Selection for Workforce Allocation | Oct 10, 2024 | Decision MakingModel Selection | —Unverified | 0 |
| Offline Hierarchical Reinforcement Learning via Inverse Optimization | Oct 10, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Explainability of Deep Neural Networks for Brain Tumor Detection | Oct 10, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| Audio Explanation Synthesis with Generative Foundation Models | Oct 10, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Gaussian Process Thompson Sampling via Rootfinding | Oct 10, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Mars: Situated Inductive Reasoning in an Open-World Environment | Oct 10, 2024 | Decision MakingGeneral Knowledge | —Unverified | 0 |
| A Generative AI Technique for Synthesizing a Digital Twin for U.S. Residential Solar Adoption and Generation | Oct 10, 2024 | Decision Making | —Unverified | 0 |
| Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning | Oct 10, 2024 | Activity RecognitionDecision Making | —Unverified | 0 |
| Efficient Reinforcement Learning with Large Language Model Priors | Oct 10, 2024 | Bayesian InferenceDecision Making | —Unverified | 0 |
| DisasterQA: A Benchmark for Assessing the performance of LLMs in Disaster Response | Oct 9, 2024 | Decision MakingDisaster Response | —Unverified | 0 |
| Generating Origin-Destination Matrices in Neural Spatial Interaction Models | Oct 9, 2024 | Agent-based model inverse problemDecision Making | CodeCode Available | 0 |
| Crafting desirable climate trajectories with RL explored socio-environmental simulations | Oct 9, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| The Moral Turing Test: Evaluating Human-LLM Alignment in Moral Decision-Making | Oct 9, 2024 | Decision MakingMoral Scenarios | —Unverified | 0 |
| β-calibration of Language Model Confidence Scores for Generative QA | Oct 9, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Optimizing Estimators of Squared Calibration Errors in Classification | Oct 9, 2024 | ClassificationDecision Making | —Unverified | 0 |
| Detecting Bias and Enhancing Diagnostic Accuracy in Large Language Models for Healthcare | Oct 9, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Modeling chaotic Lorenz ODE System using Scientific Machine Learning | Oct 9, 2024 | Decision Making | —Unverified | 0 |
| Rejecting Hallucinated State Targets during Planning | Oct 9, 2024 | Decision MakingOut-of-Distribution Generalization | CodeCode Available | 1 |
| Reproducing and Extending Experiments in Behavioral Strategy with Large Language Models | Oct 9, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making | Oct 9, 2024 | BenchmarkingDecision Making | CodeCode Available | 3 |
| On the Modeling Capabilities of Large Language Models for Sequential Decision Making | Oct 8, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Towards an Operational Responsible AI Framework for Learning Analytics in Higher Education | Oct 8, 2024 | Decision MakingFairness | —Unverified | 0 |
| Cooperative and Asynchronous Transformer-based Mission Planning for Heterogeneous Teams of Mobile Robots | Oct 8, 2024 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Navigating Inflation in Ghana: How Can Machine Learning Enhance Economic Stability and Growth Strategies | Oct 8, 2024 | Decision MakingManagement | —Unverified | 0 |
| HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aid | Oct 8, 2024 | ArticlesData Augmentation | CodeCode Available | 0 |