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Experimental Design

Papers

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Showing 551–600 of 688 papers

TitleStatusHype
On Fractional Moment Estimation from Polynomial Chaos Expansion—0
Online Experimental Design With Estimation-Regret Trade-off Under Network Interference—0
Online Graph Completion: Multivariate Signal Recovery in Computer Vision—0
Online Causal Inference for Advertising in Real-Time Bidding Auctions—0
On Nesting Monte Carlo Estimators—0
On The Difficulty of Warm-Starting Neural Network Training—0
On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data—0
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods—0
On the importance of block randomisation when designing proteomics experiments—0
On the Optimality of Randomization in Experimental Design: How to Randomize for Minimax Variance and Design-Based Inference—0
On the Perception of Difficulty: Differences between Humans and AI—0
Differentiable Multi-Target Causal Bayesian Experimental DesignCode0
Optimising Neural Fractional Differential Equations for Performance and EfficiencyCode0
Receding Horizon CuriosityCode0
An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical PerspectivesCode0
Hypothesizing Missing Causal Variables with LLMsCode0
Synthetic Combinations: A Causal Inference Framework for Combinatorial InterventionsCode0
DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment DesignCode0
Experimental Design for Multi-Channel Imaging via Task-Driven Feature SelectionCode0
Sequential Experimental Design for X-Ray CT Using Deep Reinforcement LearningCode0
Bayesian Optimisation for Sequential Experimental Design with Applications in Additive ManufacturingCode0
Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluationsCode0
Parameter identifiability and model selection for partial differential equation models of cell invasionCode0
Bayesian Experimental Design via Contrastive DiffusionsCode0
PASOA- PArticle baSed Bayesian Optimal Adaptive designCode0
Performance Comparisons of Reinforcement Learning Algorithms for Sequential Experimental DesignCode0
Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray ImagesCode0
AI AI Bias: Large Language Models Favor Their Own Generated ContentCode0
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAECode0
Designing Optimal Behavioral Experiments Using Machine LearningCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
Two-Stage TMLE to Reduce Bias and Improve Efficiency in Cluster Randomized TrialsCode0
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
Efficient Bayesian Experimental Design for Implicit ModelsCode0
Unbiased MLMC stochastic gradient-based optimization of Bayesian experimental designsCode0
regulAS: A Bioinformatics Tool for the Integrative Analysis of Alternative Splicing Regulome using RNA-Seq dataCode0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
Near-Optimal Multi-Perturbation Experimental Design for Causal Structure LearningCode0
A Bayesian Approach for Medical Inquiry and Disease Inference in Automated Differential DiagnosisCode0
Deep Bayesian Experimental Design for Quantum Many-Body SystemsCode0
Empirical Study of Off-Policy Policy Evaluation for Reinforcement LearningCode0
Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity AnalysisCode0
Nesting Particle Filters for Experimental Design in Dynamical SystemsCode0
PIED: Physics-Informed Experimental Design for Inverse ProblemsCode0
Inferring InferenceCode0
Estimating the number and effect sizes of non-null hypothesesCode0
Pitfalls and Best Practices in Algorithm ConfigurationCode0
Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull DesignCode0
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