Deepline: Automl tool for pipelines generation using deep reinforcement learning and hierarchical actions filtering

Y Heffetz, R Vainshtein, G Katz, L Rokach - Proceedings of the 26th ACM …, 2020 - dl.acm.org
Automatic Machine Learning (AutoML) is an area of research aimed at automating Machine
Learning (ML) activities that currently require the involvement of human experts. One of the …
被引用次数：42 相关文章

DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering

Y Heffetz, R Vainstein, G Katz, L Rokach - arXiv e-prints, 2019 - ui.adsabs.harvard.edu
Automatic machine learning (AutoML) is an area of research aimed at automating machine
learning (ML) activities that currently require human experts. One of the most challenging …

DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering

Y Heffetz, R Vainshtein, G Katz… - 26th ACM SIGKDD …, 2020 - cris.bgu.ac.il
Abstract Automatic Machine Learning (AutoML) is an area of research aimed at automating
Machine Learning (ML) activities that currently require the involvement of human experts …

DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering

Y Heffetz, R Vainstein, G Katz, L Rokach - arXiv preprint arXiv:1911.00061, 2019 - arxiv.org
Automatic machine learning (AutoML) is an area of research aimed at automating machine
learning (ML) activities that currently require human experts. One of the most challenging …