| 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 |
| 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 |
| ReSpAct: Harmonizing Reasoning, Speaking, and Acting Towards Building Large Language Model-Based Conversational AI Agents | Nov 1, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Randomized Controlled Trials for Security Copilot for IT Administrators | Nov 1, 2024 | Decision Making | —Unverified | 0 |
| Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference | Nov 1, 2024 | Decision MakingGaussian Processes | —Unverified | 0 |
| Machine Learning-Accelerated Multi-Objective Design of Fractured Geothermal Systems | Nov 1, 2024 | Active LearningDecision Making | CodeCode Available | 0 |
| Higher-Order Causal Message Passing for Experimentation with Complex Interference | Nov 1, 2024 | Decision Making | —Unverified | 0 |
| A Review of Reinforcement Learning in Financial Applications | Nov 1, 2024 | BenchmarkingDecision Making | —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 |
| Cost-Aware Query Policies in Active Learning for Efficient Autonomous Robotic Exploration | Oct 31, 2024 | Active LearningDecision Making | —Unverified | 0 |
| Representative Social Choice: From Learning Theory to AI Alignment | Oct 31, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization | Oct 31, 2024 | Bayesian OptimizationDecision Making | —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 |
| Quantifying calibration error in modern neural networks through evidence based theory | Oct 31, 2024 | Decision Making | —Unverified | 0 |
| Estimating Neural Network Robustness via Lipschitz Constant and Architecture Sensitivity | Oct 30, 2024 | Decision MakingSensitivity | —Unverified | 0 |
| Venire: A Machine Learning-Guided Panel Review System for Community Content Moderation | Oct 30, 2024 | Decision Making | —Unverified | 0 |
| Reliability Assessment of Information Sources Based on Random Permutation Set | 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 |
| Fourier Head: Helping Large Language Models Learn Complex Probability Distributions | Oct 29, 2024 | Decision MakingTime Series Forecasting | —Unverified | 0 |
| Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents | Oct 29, 2024 | Decision MakingIntent Discovery | —Unverified | 0 |
| Reliable Semantic Understanding for Real World Zero-shot Object Goal Navigation | Oct 29, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |