1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Generative weather for improved crop model simulations
Yuji Saikai
Accurate and precise crop yield prediction is invaluable for decision making at both farm levels and regional levels. To make yield prediction, crop models are widely used for thei…
stat.ML2023★ 1 cited
Mixtures of Gaussian process experts based on kernel stick-breaking processes
Yuji Saikai, Khue-Dung Dang
Mixtures of Gaussian process experts is a class of models that can simultaneously address two of the key limitations inherent in standard Gaussian processes: scalability and predic…
cs.LG2022★ 1 cited
The case for fully Bayesian optimisation in small-sample trials
Yuji Saikai
While sample efficiency is the main motive for use of Bayesian optimisation when black-box functions are expensive to evaluate, the standard approach based on type II maximum likel…