HYAKUSAIJI TEMPLE
About Hyakusaiji Temple is a very old temple located in the mountains east of Lake Biwa, Japan’s largest lake. It…
September 2024
kevin-tofu SingleTaskGP vs ModelListGP with SingleTaskGPs
About In BoTorch documentation, it is clearly mentioned that multiple-output and multiple task is different, and every GPs including SingleTaskGP…
Sparse Axis Aligned Subspace Bayesian Optimization
About Bayesian optimization using Gaussian processes is an extremely powerful tool. However, it is well-known that performance can degrade significantly…
Shirakaba International Ski Resort
Story When I was a child, my parents take me skiing many times, almost every week.Shirakaba Ski Resort is an…
Log Normal and Half-Cauchy Distribution
About High-Dimensional Bayesian Optimization with Sparse Axis-Aligned Subspaces, so called SAASBO (https://arxiv.org/abs/2103.00349) uses Log Normal distribution and Half-Cauchy Distribution on…
Grubhub advertisement
About Grubhub is an online food delivery service based in the United States. Through its app or website, users can…
The feature of Stochastic Variational Inference
About https://arxiv.org/abs/1206.7051 The main goal is to perform Bayesian inference efficiently and scalable for large data sets and complex Bayesian…
Het meisje met de parel
Humorous the girl with the pearl in Inazawa The image is a playful parody of Johannes Vermeer’s famous painting “Girl…
The coincidence of a book
Story My colleague told me about her time as a PhD student. This is about her professor. The students were…
Coloring scatter points on graph based on indeces in matplotlib
import matplotlib.pyplot as plt import numpy as np import matplotlib as mpl data = np.random.rand(100, 2) indices = np.arange(data.shape[0]) norm…