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Experimental Design

Papers

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Showing 601–650 of 688 papers

TitleStatusHype
Information Assisted Dictionary Learning for fMRI data analysisCode0
Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental DesignCode0
An approximate KLD based experimental design for models with intractable likelihoodsCode0
Informativity Conditions for Multiple Signals: Properties, Experimental Design, and ApplicationsCode0
Bayesian experimental design using regularized determinantal point processesCode0
Bayesian Experimental Design for Implicit Models by Mutual Information Neural EstimationCode0
Experimental design for causal query estimation in partially observed biomolecular networksCode0
Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reductionCode0
Accelerated Experimental Design for Pairwise ComparisonsCode0
A Reproducible Analysis of Sequential Recommender SystemsCode0
Confidence Intervals for Policy Evaluation in Adaptive ExperimentsCode0
Variational Bayesian Optimal Experimental DesignCode0
Bayesian Experimental Design for Computed Tomography with the Linearised Deep Image PriorCode0
Noisy Adaptive Group Testing using Bayesian Sequential Experimental DesignCode0
Bayesian Adaptive Calibration and Optimal DesignCode0
Variational online learning of neural dynamicsCode0
Temporal Effects on Pre-trained Models for Language Processing TasksCode0
Non-Myopic Multi-Objective Bayesian OptimizationCode0
Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract SettingCode0
Kernel Learning Assisted Synthesis Condition Exploration for Ternary SpinelCode0
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear BanditsCode0
Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known SystemsCode0
Amortized Bayesian Experimental Design for Decision-MakingCode0
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein EvolutionCode0
Learning a nonlinear dynamical system model of gene regulation: A perturbed steady-state approachCode0
Testing separability and independence of perceptual dimensions with general recognition theory: A tutorial and new R package (grtools)Code0
Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean samplingCode0
Learning from an Exploring Demonstrator: Optimal Reward Estimation for BanditsCode0
OmicsQ: A User-Friendly Platform for Interactive Quantitative Omics Data AnalysisCode0
Characterizing the robustness of Bayesian adaptive experimental designs to active learning biasCode0
A primer on correlation-based dimension reduction methods for multi-omics analysisCode0
Yeast cell segmentation in microstructured environments with deep learningCode0
ALINE: Joint Amortization for Bayesian Inference and Active Data AcquisitionCode0
Optimal design of experiments to identify latent behavioral typesCode0
Fast Parallel Algorithms for Statistical Subset Selection ProblemsCode0
Fast Screening Rules for Optimal Design via Quadratic Lasso ReformulationCode0
A Unified Stochastic Gradient Approach to Designing Bayesian-Optimal ExperimentsCode0
FLEX: an Adaptive Exploration Algorithm for Nonlinear SystemsCode0
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion SegmentationCode0
Leveraging Legacy Data to Accelerate Materials Design via Preference LearningCode0
An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed BanditsCode0
Linear combinations of latents in generative models: subspaces and beyondCode0
On Estimating the Gradient of the Expected Information Gain in Bayesian Experimental DesignCode0
A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental DesignCode0
Transferable Candidate Proposal with Bounded UncertaintyCode0
Preference-Optimized Pareto Set Learning for Blackbox OptimizationCode0
Online greedy identification of linear dynamical systemsCode0
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple PersonasCode0
Treatment Effects in Market EquilibriumCode0
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental DesignCode0
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