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AutoML 2020 : The Fourth International Workshop on Automation in Machine Learning

San Diego, California - USA
Event Date: Aug 24, 2020 - Aug 24, 2020
Submission Deadline: May 20, 2020
Notification of Acceptance: Jun 15, 2020
Camera Ready Version Due : Jul 02, 2020

About

The goals of the AutoML workshop are:

· To identify opportunities and challenges for automation in machine learning

· To provide an opportunity for researchers to discuss best practices for automation in machine learning, potentially leading to definition of standards

· To provide a forum for researchers to speak out and debate on different ideas in the area of automation in machine learning

Call For Paper

Topics include (but are not limited to):

• Hyperparameter autotuning of machine learning algorithms

• Neural Architecture Search (NAS)

• Internet of things (IoT) and automation

• Automation bias and misuse

• Automated methods:

· in machine learning, data mining, predictive analytics, and deep learning

· in autonomous vehicles

· in machine learning pipelines and process flows of production systems

· in big data applications

· to detect fake news

· for adversarial robustness

· for monitoring and updating models

· for streaming data

· for interpretable machine learning

· for large-scale modeling

· for data preparation and feature engineering

· for variable selection and model selection

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