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Experimental Design

Papers

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Showing 101–150 of 688 papers

TitleStatusHype
Inferring InferenceCode0
Optimising Neural Fractional Differential Equations for Performance and EfficiencyCode0
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental DesignCode0
Information Assisted Dictionary Learning for fMRI data analysisCode0
FLEX: an Adaptive Exploration Algorithm for Nonlinear SystemsCode0
ALINE: Joint Amortization for Bayesian Inference and Active Data AcquisitionCode0
Fast Screening Rules for Optimal Design via Quadratic Lasso ReformulationCode0
A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental DesignCode0
Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reductionCode0
Kernel Learning Assisted Synthesis Condition Exploration for Ternary SpinelCode0
Optimal design of experiments to identify latent behavioral typesCode0
Leveraging Legacy Data to Accelerate Materials Design via Preference LearningCode0
Amortized Bayesian Experimental Design for Decision-MakingCode0
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple PersonasCode0
A Capacity Scaling Law for Artificial Neural NetworksCode0
Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known SystemsCode0
Fast Parallel Algorithms for Statistical Subset Selection ProblemsCode0
Nesting Particle Filters for Experimental Design in Dynamical SystemsCode0
AI AI Bias: Large Language Models Favor Their Own Generated ContentCode0
A Unified Stochastic Gradient Approach to Designing Bayesian-Optimal ExperimentsCode0
A-Optimal Active LearningCode0
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein EvolutionCode0
Estimating the number and effect sizes of non-null hypothesesCode0
Online greedy identification of linear dynamical systemsCode0
A Novel Approach to Guard from Adversarial Attacks using Stable DiffusionCode0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical PerspectivesCode0
Efficient Bayesian Experimental Design for Implicit ModelsCode0
Empirical Study of Off-Policy Policy Evaluation for Reinforcement LearningCode0
Experimental design for causal query estimation in partially observed biomolecular networksCode0
Gradient and Uncertainty Enhanced Sequential Sampling for Global FitCode0
Experimental Design for Multi-Channel Imaging via Task-Driven Feature SelectionCode0
DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment DesignCode0
Designing Optimal Behavioral Experiments Using Machine LearningCode0
Differentiable Multi-Target Causal Bayesian Experimental DesignCode0
Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray ImagesCode0
BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and BanditsCode0
Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by PDEsCode0
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
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
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAECode0
Confidence Intervals for Policy Evaluation in Adaptive ExperimentsCode0
A Newton Frank-Wolfe Method for Constrained Self-Concordant MinimizationCode0
Bayesian Experimental Design via Contrastive DiffusionsCode0
Bayesian experimental design using regularized determinantal point processesCode0
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