| Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary | Nov 2, 2024 | Decision Making | —Unverified | 0 |
| A Mechanistic Explanatory Strategy for XAI | Nov 2, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Designing a Robust Radiology Report Generation System | Nov 2, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Towards Data Valuation via Asymmetric Data Shapley | Nov 1, 2024 | Data ValuationDecision Making | CodeCode Available | 0 |
| Identifiability analysis of vaccination decision-making dynamics | Nov 1, 2024 | Decision Making | —Unverified | 0 |
| ReSpAct: Harmonizing Reasoning, Speaking, and Acting Towards Building Large Language Model-Based Conversational AI Agents | Nov 1, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| A Review of Reinforcement Learning in Financial Applications | Nov 1, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference | Nov 1, 2024 | Decision MakingGaussian Processes | —Unverified | 0 |
| Higher-Order Causal Message Passing for Experimentation with Complex Interference | Nov 1, 2024 | Decision Making | —Unverified | 0 |
| Machine Learning-Accelerated Multi-Objective Design of Fractured Geothermal Systems | Nov 1, 2024 | Active LearningDecision Making | CodeCode Available | 0 |
| Randomized Controlled Trials for Security Copilot for IT Administrators | Nov 1, 2024 | Decision Making | —Unverified | 0 |
| Quantifying calibration error in modern neural networks through evidence based theory | Oct 31, 2024 | Decision Making | —Unverified | 0 |
| Representative Social Choice: From Learning Theory to AI Alignment | Oct 31, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Responsible Retrieval Augmented Generation for Climate Decision Making from Documents | Oct 31, 2024 | Decision MakingRAG | —Unverified | 0 |
| Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy | Oct 31, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Cost-Aware Query Policies in Active Learning for Efficient Autonomous Robotic Exploration | Oct 31, 2024 | Active LearningDecision Making | —Unverified | 0 |
| EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization | Oct 31, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Reliability Assessment of Information Sources Based on Random Permutation Set | Oct 30, 2024 | Decision Making | —Unverified | 0 |
| Venire: A Machine Learning-Guided Panel Review System for Community Content Moderation | Oct 30, 2024 | Decision Making | —Unverified | 0 |
| CoGS: Model Agnostic Causality Constrained Counterfactual Explanations using goal-directed ASP | Oct 30, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Self-optimization in distributed manufacturing systems using Modular State-based Stackelberg Games | Oct 30, 2024 | Decision MakingSelf-Learning | —Unverified | 0 |
| Estimating Neural Network Robustness via Lipschitz Constant and Architecture Sensitivity | Oct 30, 2024 | Decision MakingSensitivity | —Unverified | 0 |
| Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion | Oct 29, 2024 | Decision MakingPrediction | —Unverified | 0 |
| FinVision: A Multi-Agent Framework for Stock Market Prediction | Oct 29, 2024 | Decision MakingPrediction | —Unverified | 0 |
| Markov Stochastic Choice | Oct 29, 2024 | Decision Making | —Unverified | 0 |
| MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation | Oct 29, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents | Oct 29, 2024 | Decision MakingIntent Discovery | —Unverified | 0 |
| Democratizing Reward Design for Personal and Representative Value-Alignment | Oct 29, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Reliable Semantic Understanding for Real World Zero-shot Object Goal Navigation | Oct 29, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Fourier Head: Helping Large Language Models Learn Complex Probability Distributions | Oct 29, 2024 | Decision MakingTime Series Forecasting | —Unverified | 0 |
| Choice confidence bridges credit assignment to levels of decision hierarchy | Oct 29, 2024 | Decision Making | —Unverified | 0 |
| On the Robustness of Adversarial Training Against Uncertainty Attacks | Oct 29, 2024 | Decision Making | CodeCode Available | 0 |
| Building Altruistic and Moral AI Agent with Brain-inspired Affective Empathy Mechanisms | Oct 29, 2024 | AI AgentDecision Making | —Unverified | 0 |
| Meta-Learning for Speeding Up Large Model Inference in Decentralized Environments | Oct 28, 2024 | Decision MakingImage Generation | —Unverified | 0 |
| Bayesian Regression for Predicting Subscription to Bank Term Deposits in Direct Marketing Campaigns | Oct 28, 2024 | Decision MakingMarketing | —Unverified | 0 |
| Quantum Reinforcement Learning-Based Two-Stage Unit Commitment Framework for Enhanced Power Systems Robustness | Oct 28, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Moral Agency in Silico: Exploring Free Will in Large Language Models | Oct 28, 2024 | Decision MakingEthics | —Unverified | 0 |
| AI-Driven Human-Autonomy Teaming in Tactical Operations: Proposed Framework, Challenges, and Future Directions | Oct 28, 2024 | Decision Making | —Unverified | 0 |
| Do LLM Personas Dream of Bull Markets? Comparing Human and AI Investment Strategies Through the Lens of the Five-Factor Model | Oct 28, 2024 | Decision Making | —Unverified | 0 |
| Sabotage Evaluations for Frontier Models | Oct 28, 2024 | Decision Making | —Unverified | 0 |
| Project MPG: towards a generalized performance benchmark for LLM capabilities | Oct 28, 2024 | BenchmarkingChatbot | —Unverified | 0 |
| Can Machines Think Like Humans? A Behavioral Evaluation of LLM-Agents in Dictator Games | Oct 28, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Calibrated Decision-Making through LLM-Assisted Retrieval | Oct 28, 2024 | Decision MakingRAG | —Unverified | 0 |
| Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments | Oct 28, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation | Oct 28, 2024 | Decision MakingInformativeness | —Unverified | 0 |
| Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering | Oct 28, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Predicting Mortality and Functional Status Scores of Traumatic Brain Injury Patients using Supervised Machine Learning | Oct 27, 2024 | Decision Makingfeature selection | —Unverified | 0 |
| Deep Reinforcement Learning Agents for Strategic Production Policies in Microeconomic Market Simulations | Oct 27, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Voting with Random Proposers: Two Rounds Suffice | Oct 27, 2024 | Decision Making | —Unverified | 0 |
| The green transition of firms: The role of evolutionary competition, adjustment costs, transition risk, and green technology progress | Oct 27, 2024 | Decision Making | —Unverified | 0 |