| From Intention To Implementation: Automating Biomedical Research via LLMs | Dec 12, 2024 | Experimental Design | —Unverified | 0 |
| What You See Is Not Always What You Get: An Empirical Study of Code Comprehension by Large Language Models | Dec 11, 2024 | Code GenerationExperimental Design | —Unverified | 0 |
| Non-Myopic Multi-Objective Bayesian Optimization | Dec 11, 2024 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 |
| MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOHprofiler | Dec 10, 2024 | BenchmarkingExperimental Design | —Unverified | 0 |
| Measuring Consumer Sensitivity to Audio Advertising: A Long-Run Field Experiment on Pandora Internet Radio | Dec 7, 2024 | Experimental DesignSensitivity | —Unverified | 0 |
| Online Experimental Design With Estimation-Regret Trade-off Under Network Interference | Dec 4, 2024 | Causal InferenceExperimental Design | —Unverified | 0 |
| Construction and optimization of health behavior prediction model for the elderly in smart elderly care | Dec 3, 2024 | DiversityExperimental Design | —Unverified | 0 |
| Probing the limitations of multimodal language models for chemistry and materials research | Nov 25, 2024 | Experimental DesignSpatial Reasoning | CodeCode Available | 2 |
| Modeling the Modeler: A Normative Theory of Experimental Design | Nov 18, 2024 | Experimental Design | —Unverified | 0 |
| Modeling human decomposition: a Bayesian approach | Nov 14, 2024 | Bayesian InferenceExperimental Design | —Unverified | 0 |
| Expected Information Gain Estimation via Density Approximations: Sample Allocation and Dimension Reduction | Nov 13, 2024 | Density EstimationDimensionality Reduction | —Unverified | 0 |
| An information-matching approach to optimal experimental design and active learning | Nov 5, 2024 | Active LearningExperimental Design | —Unverified | 0 |
| Seesaw Experimentation: A/B Tests with Spillovers | Nov 4, 2024 | Experimental Design | —Unverified | 0 |
| Amortized Bayesian Experimental Design for Decision-Making | Nov 4, 2024 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models | Nov 4, 2024 | Experimental DesignHallucination | —Unverified | 0 |
| Exploratory Models of Human-AI Teams: Leveraging Human Digital Twins to Investigate Trust Development | Nov 1, 2024 | Experimental Design | —Unverified | 0 |
| Graph Neural Networks Uncover Geometric Neural Representations in Reinforcement-Based Motor Learning | Oct 31, 2024 | EEGExperimental Design | —Unverified | 0 |
| Off-Policy Selection for Initiating Human-Centric Experimental Design | Oct 26, 2024 | Experimental DesignReinforcement Learning (RL) | —Unverified | 0 |
| Optimizing the role of human evaluation in LLM-based spoken document summarization systems | Oct 23, 2024 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| Interpretable Multimodal Machine Learning Analysis of X-ray Absorption Near-Edge Spectra and Pair Distribution Functions | Oct 22, 2024 | Experimental DesignInterpretable Machine Learning | —Unverified | 0 |
| Optimising Neural Fractional Differential Equations for Performance and Efficiency | Oct 20, 2024 | Experimental Design | CodeCode Available | 0 |
| Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents | Oct 17, 2024 | Experimental Design | CodeCode Available | 4 |
| Experimental Design Using Interlacing Polynomials | Oct 15, 2024 | Experimental Design | —Unverified | 0 |
| Bayesian Experimental Design via Contrastive Diffusions | Oct 15, 2024 | Experimental Design | CodeCode Available | 0 |
| Predicting from Strings: Language Model Embeddings for Bayesian Optimization | Oct 14, 2024 | Bayesian OptimizationExperimental Design | CodeCode Available | 3 |