https://medium.com/@eduardogarrido90/when-do-i-need-to-use-bayesian-optimization-bo-series-i-50531ba6952d When do I need to use Bayesian optimization? (BO series I)Eduardo C. Garrido MerchánAug 22 “When do I need to use Bayesian optimization? And the answer is suprising, because
What I Read: Gaussian Process, Active Learning in Physics
https://towardsdatascience.com/gaussian-process-first-step-towards-active-learning-in-physics-239a8b260579?gi=41cc7e15ddd0 Gaussian Process: First Step Towards Active Learning in PhysicsMaxim ZiatdinovNov 1 “An approach to address these problems is a Gaussian Process…. we would like to offer a slightly unusual
What I Read: Parallel Bayesian Optimization
https://medium.com/riskified-technology/from-sequential-to-parallel-a-story-about-parallel-bayesian-hyperparameter-optimization-f124ed29f556 From Sequential to Parallel, a story about Bayesian Hyperparameter OptimizationAndres AsaraviciusApr 26 “The goal of this process is to find the best set of parameters, and our goal was
What I Read: Exploring Bayesian Optimization
https://distill.pub/2020/bayesian-optimization/ Exploring Bayesian OptimizationBreaking Bayesian Optimization into small, sizeable chunks.AuthorsApoorv AgnihotriIndian Insitute of Technology GandhinagarNipun BatraIndian Insitute of Technology GandhinagarPublishedMay 5, 2020DOI10.23915/distill.00026 “Many modern machine learning algorithms have a large