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Experimental Design

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TitleStatusHype
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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