Louis Tiao
Louis Tiao
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One paper accepted to ICML2023
Our paper “Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes” was accepted to ICML2023 as an Oral Presentation!
Last updated on Apr 26, 2023
1 min read
news
Efficient Cholesky decomposition of low-rank updates
A short and practical guide to efficiently computing the Cholesky decomposition of matrices perturbed by low-rank updates
Louis Tiao
Last updated on Apr 19, 2023
5 min read
technical
One paper accepted to NeurIPS2022
Our paper “Batch Bayesian Optimisation via Density-ratio Estimation with Guarantees”, led by Rafael Oliveira, was paper accepted to NeurIPS2022!
Last updated on Oct 20, 2022
0 min read
news
A Primer on Pólya-gamma Random Variables - Part II: Bayesian Logistic Regression
One weird trick to make exact inference in Bayesian logistic regression tractable.
Louis Tiao
Last updated on Oct 16, 2022
21 min read
technical
Exploring the Binance API in Python - Part II: Recent and Historical Trades
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.
Louis Tiao
Last updated on Oct 16, 2022
3 min read
technical
An Illustrated Guide to the Knowledge Gradient Acquisition Function
A short illustrated reference guide to the Knowledge Gradient acquisition function with an implementation from scratch in TensorFlow Probability.
Louis Tiao
Last updated on Oct 22, 2022
7 min read
technical
Exploring the Binance API in Python - Part I: The Order Book
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.
Louis Tiao
Last updated on Oct 16, 2022
4 min read
technical
A Handbook for Sparse Variational Gaussian Processes
A summary of notation, identities and derivations for the sparse variational Gaussian process (SVGP) framework.
Louis Tiao
Last updated on Oct 19, 2022
21 min read
technical
Writing technical content in Markdown
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.
Last updated on Oct 2, 2022
6 min read
Display Jupyter Notebooks with Academic
Learn how to blog in Academic using Jupyter notebooks
Louis Tiao
Last updated on Oct 2, 2022
2 min read
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