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| Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design | May 3, 2024 | Bayesian OptimizationDiversity | CodeCode Available | 0 |
| A Novel Approach to Guard from Adversarial Attacks using Stable Diffusion | May 3, 2024 | Experimental Design | CodeCode Available | 0 |
| A pretest-posttest pilot study for augmented reality-based physical-cognitive training in community-dwelling older adults at risk of mild cognitive impairment | Apr 29, 2024 | Experimental Design | —Unverified | 0 |
| Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain | Apr 24, 2024 | Experimental DesignImage Segmentation | —Unverified | 0 |
| Automated Social Science: Language Models as Scientist and Subjects | Apr 17, 2024 | Experimental Design | —Unverified | 0 |
| Experimental Design for Active Transductive Inference in Large Language Models | Apr 12, 2024 | Active LearningExperimental Design | —Unverified | 0 |
| Variational Bayesian Optimal Experimental Design with Normalizing Flows | Apr 8, 2024 | Dimensionality ReductionExperimental Design | —Unverified | 0 |
| BEACON: Bayesian Experimental design Acceleration with Conditional Normalizing flows - a case study in optimal monitor well placement for CO_2 sequestration | Mar 28, 2024 | Experimental Design | —Unverified | 0 |
| Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo | Mar 26, 2024 | Bayesian OptimizationDensity Estimation | —Unverified | 0 |
| Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics | Mar 21, 2024 | DeepFake DetectionExperimental Design | CodeCode Available | 1 |
| DAVED: Data Acquisition via Experimental Design for Data Markets | Mar 20, 2024 | Data ValuationExperimental Design | —Unverified | 0 |
| Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies | Mar 18, 2024 | Decision MakingExperimental Design | —Unverified | 0 |
| Psittacines of Innovation? Assessing the True Novelty of AI Creations | Mar 17, 2024 | Experimental Design | —Unverified | 0 |
| Deep Submodular Peripteral Networks | Mar 13, 2024 | Active LearningContrastive Learning | —Unverified | 0 |
| Better than classical? The subtle art of benchmarking quantum machine learning models | Mar 11, 2024 | BenchmarkingBinary Classification | CodeCode Available | 7 |
| Bayesian Preference Elicitation with Language Models | Mar 8, 2024 | Experimental Design | —Unverified | 0 |
| Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices | Mar 6, 2024 | Experimental Design | —Unverified | 0 |
| Neural Architecture Search using Particle Swarm and Ant Colony Optimization | Mar 6, 2024 | Experimental DesignNeural Architecture Search | —Unverified | 0 |
| On Fractional Moment Estimation from Polynomial Chaos Expansion | Mar 4, 2024 | Experimental DesignUncertainty Quantification | —Unverified | 0 |
| Probabilistic Bayesian optimal experimental design using conditional normalizing flows | Feb 28, 2024 | Experimental Design | —Unverified | 0 |
| Supervised machine learning for microbiomics: bridging the gap between current and best practices | Feb 27, 2024 | ArticlesExperimental Design | CodeCode Available | 0 |
| Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties | Feb 27, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Nonlinear Bayesian optimal experimental design using logarithmic Sobolev inequalities | Feb 23, 2024 | Combinatorial OptimizationExperimental Design | —Unverified | 0 |
| OmniPred: Language Models as Universal Regressors | Feb 22, 2024 | Experimental Designregression | CodeCode Available | 3 |
| What is a word? | Feb 19, 2024 | Experimental Design | —Unverified | 0 |
| Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits | Feb 17, 2024 | Computational EfficiencyEfficient Exploration | CodeCode Available | 0 |
| Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice | Feb 16, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Large-scale Benchmarking of Metaphor-based Optimization Heuristics | Feb 15, 2024 | BenchmarkingExperimental Design | —Unverified | 0 |
| Nesting Particle Filters for Experimental Design in Dynamical Systems | Feb 12, 2024 | Experimental Design | CodeCode Available | 0 |
| PASOA- PArticle baSed Bayesian Optimal Adaptive design | Feb 11, 2024 | Experimental DesignStochastic Optimization | CodeCode Available | 0 |
| LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text | Feb 6, 2024 | Experimental Design | CodeCode Available | 1 |
| Multiple Neuronal Specializations Elicited By Socially Driven Recognition Of Food Odors | Feb 5, 2024 | Experimental Design | —Unverified | 0 |
| SynthVision - Harnessing Minimal Input for Maximal Output in Computer Vision Models using Synthetic Image data | Feb 5, 2024 | Experimental Designimage-classification | —Unverified | 0 |
| Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning | Feb 3, 2024 | Contrastive LearningExperimental Design | CodeCode Available | 1 |
| NanoNER: Named Entity Recognition for nanobiology using experts' knowledge and distant supervision | Jan 30, 2024 | ArticlesExperimental Design | —Unverified | 0 |
| Assessment of Sports Concussion in Female Athletes: A Role for Neuroinformatics? | Jan 23, 2024 | Experimental Design | —Unverified | 0 |
| Uncertainty-aware multi-fidelity surrogate modeling with noisy data | Jan 12, 2024 | Experimental DesignPrediction Intervals | —Unverified | 0 |
| An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models | Jan 12, 2024 | Active LearningDiversity | —Unverified | 0 |
| Adaptive Experimental Design for Policy Learning | Jan 8, 2024 | counterfactualExperimental Design | —Unverified | 0 |
| How to optimize neuroscience data utilization and experiment design for advancing primate visual and linguistic brain models? | Jan 7, 2024 | Experimental Design | —Unverified | 0 |
| Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review | Jan 3, 2024 | Experimental DesignText Generation | —Unverified | 0 |
| Beyond Regrets: Geometric Metrics for Bayesian Optimization | Jan 3, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| SciOps: Achieving Productivity and Reliability in Data-Intensive Research | Dec 29, 2023 | Experimental Design | —Unverified | 0 |
| Clustered Switchback Designs for Experimentation Under Spatio-temporal Interference | Dec 25, 2023 | Experimental Design | —Unverified | 0 |
| The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective | Dec 24, 2023 | Causal InferenceExperimental Design | —Unverified | 0 |
| Statistical inverse learning problems with random observations | Dec 23, 2023 | Experimental Design | —Unverified | 0 |
| Transferable Candidate Proposal with Bounded Uncertainty | Dec 7, 2023 | Active LearningExperimental Design | CodeCode Available | 0 |
| DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design | Dec 7, 2023 | Experimental Design | CodeCode Available | 0 |
| Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known Systems | Dec 5, 2023 | Bayesian OptimisationDecision Making | CodeCode Available | 0 |