Author of the publication

A Rigorous Uncertainty-Aware Quantification Framework Is Essential for Reproducible and Replicable Machine Learning Workflows.

, , , and . CoRR, (2023)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

A Knowledge Gradient Policy for Sequencing Experiments to Identify the Structure of RNA Molecules Using a Sparse Additive Belief Model., , , , , and . INFORMS J. Comput., 30 (4): 750-767 (2018)Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science., , , , and . SIAM J. Sci. Comput., (2015)Self-Driven Multistep Quantum Dot Synthesis Enabled by Autonomous Robotic Experimentation in Flow., , , , , and . Adv. Intell. Syst., 3 (2): 2170022 (2021)Optimal Learning with Local Nonlinear Parametric Models over Continuous Designs., , and . SIAM J. Sci. Comput., 42 (4): A2134-A2157 (2020)A Rigorous Uncertainty-Aware Quantification Framework Is Essential for Reproducible and Replicable Machine Learning Workflows., , , and . CoRR, (2023)Exact Gaussian Processes for Massive Datasets via Non-Stationary Sparsity-Discovering Kernels., , , and . CoRR, (2022)Autonomous Nanocrystal Doping by Self-Driving Fluidic Micro-Processors., , , , , , and . Adv. Intell. Syst., (2022)Autonomous Nanocrystal Doping by Self-Driving Fluidic Micro-Processors., , , , , , and . Adv. Intell. Syst., (2022)Problem-fluent models for complex decision-making in autonomous materials research., and . CoRR, (2021)Fast Kinetic Monte Carlo Simulations Using Hash Table Based Caching with Applications to Nanowire Growth and Sintering.. Multiscale Model. Simul., 12 (1): 200-224 (2014)