84 citations · 91 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 7 cited
A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning and ABC
F. Llorente, L. Martino, J. Read +1
This survey gives an overview of Monte Carlo methodologies using surrogate models, for dealing with densities which are intractable, costly, and/or noisy. This type of problem can…
stat.ML2015★ 84 cited
Scalable Multi-Output Label Prediction: From Classifier Chains to Classifier Trellises
J. Read, L. Martino, P. Olmos +1
Multi-output inference tasks, such as multi-label classification, have become increasingly important in recent years. A popular method for multi-label classification is classifier…