https://probablymarcus.com/blocks/2023/03/28/gp-extrapolation-sometimes-goofy.html Gaussian Processes Extrapolate, Sometimes in Goofy WaysMarcus Lewis3/28/23 4:59 AM “This leads to something that is undesirable in hyperparameter tuning: if ever you discover a sudden drop-off in performance…
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: what is a Gaussian process?
https://dansblog.netlify.app/posts/2021-11-03-yes-but-what-is-a-gaussian-process-or-once-twice-three-times-a-definition-or-a-descent-into-madness/ Yes but what is a Gaussian process? or, Once, twice, three times a definition; or A descent into madnessDan SimpsonNov. 3, 2021Yes but what is a Gaussian process? or,
What I Read: First-Principles Theory of Neural Network Generalization
https://natluk.net/a-first-principles-theory-of-neuralnetwork-generalization-the-berkeley-artificial-intelligence-research-blog/ A First-Principles Theory of Neural Network Generalization – The Berkeley Artificial Intelligence Research BlogNatLuk Community25 October 2021 “Perhaps the greatest of these mysteries has been the question of generalization:
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