Posts

Our paper “Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes” was accepted to ICML2023 as an Oral Presentation!

A short and practical guide to efficiently computing the Cholesky decomposition of matrices perturbed by low-rank updates

Our paper “Batch Bayesian Optimisation via Density-ratio Estimation with Guarantees”, led by Rafael Oliveira, was paper accepted to NeurIPS2022!

One weird trick to make exact inference in Bayesian logistic regression tractable.

This series explores market data provided by official API from Binance, one of the world’s largest cryptocurrency exchanges, using Python. In this post we examine various useful ways to visualize the recent and historical trades.

A short illustrated reference guide to the Knowledge Gradient acquisition function with an implementation from scratch in TensorFlow Probability.

This series explores market data provided by official API from Binance, one of the world’s largest cryptocurrency exchanges, using Python. In this post we examine various useful ways to visualize the orderbook.

A summary of notation, identities and derivations for the sparse variational Gaussian process (SVGP) framework.

Wowchemy is designed to give technical content creators a seamless experience. You can focus on the content and Wowchemy handles the rest. Highlight your code snippets, take notes on math classes, and draw diagrams from textual representation.

Learn how to blog in Academic using Jupyter notebooks