5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Multi-step Planning for Automated Hyperparameter Optimization with OptFormer
Lucio M. Dery, Abram L. Friesen, Nando De Freitas +2
As machine learning permeates more industries and models become more expensive and time consuming to train, the need for efficient automated hyperparameter optimization (HPO) has n…
cs.LG2021★ 5 cited
Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral
Lucio M. Dery, Yann Dauphin, David Grangier
While deep learning has been very beneficial in data-rich settings, tasks with smaller training set often resort to pre-training or multitask learning to leverage data from other t…