most citedBoFire: Bayesian Optimization Framework Intended for Real Experiments

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stat.ML2024

Weighted-Sum of Gaussian Process Latent Variable Models

James Odgers, Ruby Sedgwick, Chrysoula Kappatou +2

This work develops a Bayesian non-parametric approach to signal separation where the signals may vary according to latent variables. Our key contribution is to augment Gaussian Pro…