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Experimental Design

Papers

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Showing 101–150 of 688 papers

TitleStatusHype
Improving generalization of machine learning-identified biomarkers with causal modeling: an investigation into immune receptor diagnosticsCode0
Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature IntegrationCode0
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental DesignCode0
Gradient and Uncertainty Enhanced Sequential Sampling for Global FitCode0
Fast Parallel Algorithms for Statistical Subset Selection ProblemsCode0
A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental DesignCode0
Fast Screening Rules for Optimal Design via Quadratic Lasso ReformulationCode0
A Capacity Scaling Law for Artificial Neural NetworksCode0
Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reductionCode0
Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean samplingCode0
Optimal design of experiments to identify latent behavioral typesCode0
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple PersonasCode0
Amortized Bayesian Experimental Design for Decision-MakingCode0
Multiclass Yeast Segmentation in Microstructured Environments with Deep LearningCode0
Nesting Particle Filters for Experimental Design in Dynamical SystemsCode0
FLEX: an Adaptive Exploration Algorithm for Nonlinear SystemsCode0
Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower BoundsCode0
AI AI Bias: Large Language Models Favor Their Own Generated ContentCode0
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein EvolutionCode0
A Unified Stochastic Gradient Approach to Designing Bayesian-Optimal ExperimentsCode0
A-Optimal Active LearningCode0
Experimental design for causal query estimation in partially observed biomolecular networksCode0
A Novel Approach to Guard from Adversarial Attacks using Stable DiffusionCode0
On Warm-Starting Neural Network TrainingCode0
Empirical Study of Off-Policy Policy Evaluation for Reinforcement LearningCode0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical PerspectivesCode0
Estimating the number and effect sizes of non-null hypothesesCode0
Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known SystemsCode0
Guarantees for Greedy Maximization of Non-submodular Functions with ApplicationsCode0
Experimental Design for Multi-Channel Imaging via Task-Driven Feature SelectionCode0
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAECode0
DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment DesignCode0
Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray ImagesCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
Designing Optimal Behavioral Experiments Using Machine LearningCode0
Deep Bayesian Experimental Design for Quantum Many-Body SystemsCode0
Bayesian Optimisation for Sequential Experimental Design with Applications in Additive ManufacturingCode0
ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized ExperimentsCode0
Differentiable Multi-Target Causal Bayesian Experimental DesignCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
Confidence Intervals for Policy Evaluation in Adaptive ExperimentsCode0
A Newton Frank-Wolfe Method for Constrained Self-Concordant MinimizationCode0
Bayesian Experimental Design via Contrastive DiffusionsCode0
An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed BanditsCode0
Bayesian experimental design using regularized determinantal point processesCode0
Submodular Maximization Beyond Non-negativity: Guarantees, Fast Algorithms, and ApplicationsCode0
Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull DesignCode0
BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and BanditsCode0
Characterizing the robustness of Bayesian adaptive experimental designs to active learning biasCode0
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