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Experimental Design

Papers

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Showing 151–200 of 688 papers

TitleStatusHype
BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and BanditsCode0
Experimental design for causal query estimation in partially observed biomolecular networksCode0
Estimating the number and effect sizes of non-null hypothesesCode0
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
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
Empirical Study of Off-Policy Policy Evaluation for Reinforcement LearningCode0
Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known SystemsCode0
Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network modelsCode0
Guarantees for Greedy Maximization of Non-submodular Functions with ApplicationsCode0
Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray ImagesCode0
Hypothesizing Missing Causal Variables with LLMsCode0
A Newton Frank-Wolfe Method for Constrained Self-Concordant MinimizationCode0
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAECode0
Bayesian Experimental Design via Contrastive DiffusionsCode0
Bayesian experimental design using regularized determinantal point processesCode0
Submodular Maximization Beyond Non-negativity: Guarantees, Fast Algorithms, and ApplicationsCode0
Information Assisted Dictionary Learning for fMRI data analysisCode0
Designing Optimal Behavioral Experiments Using Machine LearningCode0
Differentiable Multi-Target Causal Bayesian Experimental DesignCode0
Bayesian Experimental Design for Implicit Models by Mutual Information Neural EstimationCode0
AI AI Bias: Large Language Models Favor Their Own Generated ContentCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment DesignCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean samplingCode0
Characterizing the robustness of Bayesian adaptive experimental designs to active learning biasCode0
A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental DesignCode0
Leveraging Legacy Data to Accelerate Materials Design via Preference LearningCode0
Bayesian Experimental Design for Computed Tomography with the Linearised Deep Image PriorCode0
ALINE: Joint Amortization for Bayesian Inference and Active Data AcquisitionCode0
Multiclass Yeast Segmentation in Microstructured Environments with Deep LearningCode0
Bayesian Adaptive Calibration and Optimal DesignCode0
Deep Bayesian Experimental Design for Quantum Many-Body SystemsCode0
Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity AnalysisCode0
A Bayesian Approach for Medical Inquiry and Disease Inference in Automated Differential DiagnosisCode0
Confidence Intervals for Policy Evaluation in Adaptive ExperimentsCode0
An approximate KLD based experimental design for models with intractable likelihoodsCode0
Counterfactual inference for sequential experimentsCode0
Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by PDEsCode0
Accelerated Experimental Design for Pairwise ComparisonsCode0
Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull DesignCode0
Efficient Bayesian Experimental Design for Implicit ModelsCode0
Heterogeneous Treatment Effects for Networks, Panels, and other Outcome MatricesCode0
On Estimating the Gradient of the Expected Information Gain in Bayesian Experimental DesignCode0
Optimising Neural Fractional Differential Equations for Performance and EfficiencyCode0
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
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