Louis Tiao
Louis Tiao
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Latest
PhD Thesis Acknowledgements (Unabridged)
Probabilistic Machine Learning in the Age of Deep Learning: New Perspectives for Gaussian Processes, Bayesian Optimization and Beyond (PhD Thesis)
One paper accepted to ICML2023
Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes
Efficient Cholesky decomposition of low-rank updates
Batch Bayesian Optimisation via Density-ratio Estimation with Guarantees
One paper accepted to NeurIPS2022
BORE: Bayesian Optimization by Density-Ratio Estimation
A Primer on Pólya-gamma Random Variables - Part II: Bayesian Logistic Regression
Exploring the Binance API in Python - Part II: Recent and Historical Trades
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