List: Gaussian Processes and Bayesian Optimization | Curated by Kevin Dunn

Jan 16, 2025
12 stories
Gaussian Processes and Bayesian Optimization 
In
DataDrivenInvestor
by
Renu Khandelwal
Bayesian OptimizationWhat is Bayesian optimization? How does it work to tune hyperparameters for a deep neural network?
Dec 21, 2019
Dec 21, 2019
In
TDS Archive
by
Wei Wang
Bayesian Optimization Concept Explained in Layman TermsBayesian Optimization for Dummies
Mar 18, 2020
5
Mar 18, 2020
5
In
TDS Archive
by
Andre Ye
The Beauty of Bayesian Optimization, Explained in Simple TermsThe intuition behind an ingenious algorithm
Sep 12, 2020
1
Sep 12, 2020
1
Eduardo C. Garrido Merchán
Bayesian optimization in complex scenarios: possible! (BO series II)If you have read my first post about Bayesian optimization, you will have discovered that it can be applied to obtain an approximation to…
Aug 24, 2022
Aug 24, 2022
In
CodeX
by
Manning Publications
It’s Time to Learn about Bayesian OptimizationAn excerpt from Bayesian Optimization in Action by Quan Nguyen
Jan 11, 2023
Jan 11, 2023
Datasans
Bayesian Optimization 101Dalam era teknologi yang semakin berkembang pesat, kemampuan untuk membuat keputusan berdasarkan data menjadi krusial. Setiap hari…
Nov 1, 2023
Nov 1, 2023
Dave Currie
Statistical Stories - Bayesian OptimizationExplaining how Bayesian optimization works using a story, then an explanation of its parameters, assumptions, and some use cases.
Nov 21, 2023
Nov 21, 2023
Max N
A Practical Dive into Bayesian Optimization with GPyOptStreamlining Your Search for Optimal Solutions
Mar 6, 2024
Mar 6, 2024
In
𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨
by
Everton Gomede, PhD
Bayesian Optimization: Revolutionizing Efficient Search in Complex SpacesIntroduction
Feb 8, 2024
Feb 8, 2024
In
Becoming Human: Artificial Intelligence Magazine
by
Eduardo C. Garrido Merchán
When do I need to use Bayesian optimization? (BO series I)Bayesian optimization [1] is a class of methods that have been used in the recent years with state-of-the-art results to optimize the…
Aug 22, 2022
1
Aug 22, 2022
1
In
TDS Archive
by
Oscar Knagg
An intuitive guide to Gaussian processesA maths-free explanation of an underappreciated algorithm
Jan 15, 2019
11
Jan 15, 2019
11
In
TDS Archive
by
Theo Wolf
Gaussian Processes from ScratchGain a deeper understanding of Gaussian processes by implementing them with only NumPy
Jan 6, 2024
4
Jan 6, 2024
4