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Experimental Design

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Showing 351–400 of 688 papers

TitleStatusHype
Online greedy identification of linear dynamical systemsCode0
An Optimal Experimental Design Approach for Light Configurations in Photometric Stereo—0
A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation—0
Discovering and forecasting extreme events via active learning in neural operators—0
Approximations for Optimal Experimental Design in Power System Parameter Estimation—0
Using genome-wide expression compendia to study microorganisms—0
Towards Formalizing HRI Data Collection Processes—0
Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental DesignCode0
Data Representativity for Machine Learning and AI Systems—0
Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models—0
Interventions, Where and How? Experimental Design for Causal Models at ScaleCode1
Smart Tracking Tray System for A Smart and Sustainable Wet Lab Community—0
Ghost projection. II. Beam shaping using realistic spatially-random masks—0
Counterfactual inference for sequential experimentsCode0
Sequential Bayesian experimental designs via reinforcement learning—0
A hypothesis-driven method based on machine learning for neuroimaging data analysis—0
Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery—0
An Experimental Design Approach for Regret Minimization in Logistic Bandits—0
Optimizing Sequential Experimental Design with Deep Reinforcement LearningCode1
Using Machine Learning to Test Causal Hypotheses in Conjoint AnalysisCode0
Yeast cell segmentation in microstructured environments with deep learningCode0
Active Learning-Based Optimization of Scientific Experimental Design—0
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review—0
Reinforcement Learning based Sequential Batch-sampling for Bayesian Optimal Experimental Design—0
Model predictive control guided with optimal experimental design for pulse-based parallel cultivation—0
Learning High-Dimensional Parametric Maps via Reduced Basis Adaptive Residual NetworksCode1
An Experimental Design Perspective on Model-Based Reinforcement LearningCode1
Differential Property Prediction: A Machine Learning Approach to Experimental Design in Advanced Manufacturing—0
Synthetic Design: An Optimization Approach to Experimental Design with Synthetic Controls—0
Improving gearshift controllers for electric vehicles with reinforcement learning—0
Eliciting and Distinguishing Between Weak and Incomplete Preferences: Theory, Experiment and Computation—0
Temporal Effects on Pre-trained Models for Language Processing TasksCode0
Weapon Engagement Zone Maximum Launch Range Estimation Using a Deep Neural Network—0
Implicit Deep Adaptive Design: Policy-Based Experimental Design without LikelihoodsCode1
Nearly Optimal Algorithms for Level Set Estimation—0
Bayesian Optimal Experimental Design for Simulator Models of Cognition—0
Bayesian Sequential Optimal Experimental Design for Nonlinear Models Using Policy Gradient Reinforcement Learning—0
Emulation of physical processes with EmukitCode1
GeneDisco: A Benchmark for Experimental Design in Drug DiscoveryCode1
Sensing Cox Processes via Posterior Sampling and Positive BasesCode0
A-Optimal Active LearningCode0
A Bayesian Approach for Medical Inquiry and Disease Inference in Automated Differential DiagnosisCode0
From the Head or the Heart? An Experimental Design on the Impact of Explanation on Cognitive and Affective Trust—0
An Experimental Design Perspective on Exploration in Reinforcement Learning—0
Design and Evaluation for Robust Continual Learning—0
AutoOED: Automated Optimal Experimental Design Platform with Data- and Time-Efficient Multi-Objective Optimization—0
Treatment Effects in Market EquilibriumCode0
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word EmbeddingsCode0
Asymptotic Causal Inference—0
Policy Choice and Best Arm Identification: Asymptotic Analysis of Exploration Sampling—0
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