1.1k citations · 2k across the 52 of their papers we have counts for
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cs.NE2019★ 14 cited
Learning to reinforcement learn for Neural Architecture Search
J. Gomez Robles, J. Vanschoren
Reinforcement learning (RL) is a goal-oriented learning solution that has proven to be successful for Neural Architecture Search (NAS) on the CIFAR and ImageNet datasets. However,…
cs.NE2018★ 28 cited
Layered TPOT: Speeding up Tree-based Pipeline Optimization
Pieter Gijsbers, Joaquin Vanschoren, Randal S. Olson
With the demand for machine learning increasing, so does the demand for tools which make it easier to use. Automated machine learning (AutoML) tools have been developed to address…