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Experimental Design

Papers

Showing 151200 of 688 papers

TitleStatusHype
Position: Leverage Foundational Models for Black-Box Optimization0
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental DesignCode0
A Novel Approach to Guard from Adversarial Attacks using Stable DiffusionCode0
A pretest-posttest pilot study for augmented reality-based physical-cognitive training in community-dwelling older adults at risk of mild cognitive impairment0
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain0
Automated Social Science: Language Models as Scientist and Subjects0
Experimental Design for Active Transductive Inference in Large Language Models0
Variational Bayesian Optimal Experimental Design with Normalizing Flows0
BEACON: Bayesian Experimental design Acceleration with Conditional Normalizing flows - a case study in optimal monitor well placement for CO_2 sequestration0
Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo0
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media ForensicsCode1
DAVED: Data Acquisition via Experimental Design for Data Markets0
Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies0
Psittacines of Innovation? Assessing the True Novelty of AI Creations0
Deep Submodular Peripteral Networks0
Better than classical? The subtle art of benchmarking quantum machine learning modelsCode7
Bayesian Preference Elicitation with Language Models0
Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices0
Neural Architecture Search using Particle Swarm and Ant Colony Optimization0
On Fractional Moment Estimation from Polynomial Chaos Expansion0
Probabilistic Bayesian optimal experimental design using conditional normalizing flows0
Supervised machine learning for microbiomics: bridging the gap between current and best practicesCode0
Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties0
Nonlinear Bayesian optimal experimental design using logarithmic Sobolev inequalities0
OmniPred: Language Models as Universal RegressorsCode3
What is a word?0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice0
Large-scale Benchmarking of Metaphor-based Optimization Heuristics0
Nesting Particle Filters for Experimental Design in Dynamical SystemsCode0
PASOA- PArticle baSed Bayesian Optimal Adaptive designCode0
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured TextCode1
Multiple Neuronal Specializations Elicited By Socially Driven Recognition Of Food Odors0
SynthVision - Harnessing Minimal Input for Maximal Output in Computer Vision Models using Synthetic Image data0
Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive LearningCode1
NanoNER: Named Entity Recognition for nanobiology using experts' knowledge and distant supervision0
Assessment of Sports Concussion in Female Athletes: A Role for Neuroinformatics?0
Uncertainty-aware multi-fidelity surrogate modeling with noisy data0
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models0
Adaptive Experimental Design for Policy Learning0
How to optimize neuroscience data utilization and experiment design for advancing primate visual and linguistic brain models?0
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review0
Beyond Regrets: Geometric Metrics for Bayesian Optimization0
SciOps: Achieving Productivity and Reliability in Data-Intensive Research0
Clustered Switchback Designs for Experimentation Under Spatio-temporal Interference0
The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective0
Statistical inverse learning problems with random observations0
Transferable Candidate Proposal with Bounded UncertaintyCode0
DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment DesignCode0
Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known SystemsCode0
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