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Experimental Design

Papers

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Showing 151–200 of 688 papers

TitleStatusHype
Empirical Study of Off-Policy Policy Evaluation for Reinforcement LearningCode0
Fast Screening Rules for Optimal Design via Quadratic Lasso ReformulationCode0
An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed BanditsCode0
Bayesian Optimisation for Sequential Experimental Design with Applications in Additive ManufacturingCode0
ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized ExperimentsCode0
Estimating the number and effect sizes of non-null hypothesesCode0
Experimental Design for Multi-Channel Imaging via Task-Driven Feature SelectionCode0
Gradient and Uncertainty Enhanced Sequential Sampling for Global FitCode0
Optimal design of experiments to identify latent behavioral typesCode0
How causal perspectives can inform problems in computational neuroscienceCode0
Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network modelsCode0
A Newton Frank-Wolfe Method for Constrained Self-Concordant MinimizationCode0
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model DiscoveryCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature IntegrationCode0
Bayesian Experimental Design via Contrastive DiffusionsCode0
Bayesian experimental design using regularized determinantal point processesCode0
Submodular Maximization Beyond Non-negativity: Guarantees, Fast Algorithms, and ApplicationsCode0
Efficient Bayesian Experimental Design for Implicit ModelsCode0
DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment DesignCode0
Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray ImagesCode0
A-Optimal Active LearningCode0
Bayesian nonparametric discontinuity designCode0
AI AI Bias: Large Language Models Favor Their Own Generated ContentCode0
A Capacity Scaling Law for Artificial Neural NetworksCode0
Bayesian Experimental Design for Implicit Models by Mutual Information Neural EstimationCode0
Differentiable Multi-Target Causal Bayesian Experimental DesignCode0
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAECode0
Characterizing the robustness of Bayesian adaptive experimental designs to active learning biasCode0
A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental DesignCode0
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple PersonasCode0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
Bayesian Experimental Design for Computed Tomography with the Linearised Deep Image PriorCode0
Bayesian Adaptive Calibration and Optimal DesignCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
A Bayesian Approach for Medical Inquiry and Disease Inference in Automated Differential DiagnosisCode0
An approximate KLD based experimental design for models with intractable likelihoodsCode0
Noisy Adaptive Group Testing using Bayesian Sequential Experimental DesignCode0
Confidence Intervals for Policy Evaluation in Adaptive ExperimentsCode0
Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity AnalysisCode0
Deep Bayesian Experimental Design for Quantum Many-Body SystemsCode0
On Warm-Starting Neural Network TrainingCode0
Designing Optimal Behavioral Experiments Using Machine LearningCode0
Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull DesignCode0
Online simulator-based experimental design for cognitive model selectionCode0
AutoOED: Automated Optimal Experimental Design Platform with Data- and Time-Efficient Multi-Objective Optimization—0
Analysis and Optimization of Seismic Monitoring Networks with Bayesian Optimal Experiment Design—0
Automatic Event Detection for Signal-based Surveillance—0
Automatic evaluation of herding behavior in towed fishing gear using end-to-end training of CNN and attention-based networks—0
An adaptive random experiment design method for engineering experiment—0
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