automl-seminars.github.io - AutoML Seminar

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Description: Website for the AutoML seminars

machine learning (3717) deep learning (1235) automl (18) hyperparameter optimization (2) neural architecture search (2)

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AutoML Seminar

Automated Machine Learning (short AutoML) progressively automates different parts of the machine learning workflow. There is a body of work that provides efficient methods to automatically optimize the hyperparameters, such as learning rates, regularization parameters, etc of machine learning methods. To go even one step further, recent work on neural architecture search designs more powerful and efficient neural network architectures in a data-driven way.

However, with the rising popularity of AutoML both in academia and industry, it also becomes increasingly harder to keep up with the latest work. The AutoML seminar is a platform to learn and discuss recent work in this field. In regular sessions we organize 40 minute talks by someone from the AutoML community followed by a 20 minute discussion. All content is free and open to anyone. If you are interested and want to join, please follow the steps listed below.

Links to automl-seminars.github.io (7)



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