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Today we discuss some powerful techniques for improving training and avoiding over-fitting: - *Dropout*: remove activations at ...

Lecture 12 of 18 of Caltech's Machine Learning Course - CS 156 by Professor Yaser Abu-Mostafa. View course materials in ...

... 14 – Practicum PRACTICUM: http://bit.ly/pDL-en-14-3 When training highly parametrised models such as deep neural networks ...

This is a video of the course "Artificial Intelligence and Machine Learning" on https://imoox.at/course/AIundML-1NG02024 In this ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we discuss the importance of weight initialization in neural ...

00:00 - Tweaking first and last layers 02:47 - What are the benefits of using larger models 05:58 - Understanding GPU memory ...

This is a video of the course "Artificial Intelligence and Machine Learning" on https://imoox.at/course/AIundML-1NG02024 In this ...

Further Reading: Dive deeper into ERM in Chapter 4 of my open-access textbook: Alexander Jung, Machine Learning: The Basics ...

NB: Please go to http://course.fast.ai to view this video since there is important updated information there. If you have questions, ...

Regularization is one technique for combating overfitting. The cost function that we use to measure the performance of a model ...

Course website: http://bit.ly/DLSP20-web Playlist: http://bit.ly/pDL-YouTube Speaker: Aaron DeFazio Week 5: ...

This video is part of the Mooc “Machine learning in Python with scikit-learn ” hosted on FUN platform: ...

This video explores advanced topics in artificial neural networks (ANNs), including different optimizers beyond Stochastic ...

NB: Please go to http://course.fast.ai to view this video since there is important updated information there. If you have questions, ...

NB: We recommend watching these videos through https://course.fast.ai rather than directly on YouTube, to get access to the ...

NB: Please go to http://course.fast.ai to view this video since there is important updated information there. If you have questions, ...

Lecture 11 of 18 of Caltech's Machine Learning Course - CS 156 by Professor Yaser Abu-Mostafa. View course materials in ...

This is a video of the course "Artificial Intelligence and Machine Learning" on https://imoox.at/course/AIundML-1NG02024 In this ...

Note: please view this using the video player at http://course.fast.ai, instead of viewing on YouTube directly, to ensure you have ...

Find the full paper here: https://arxiv.org/pdf/1705.07999.pdf Dubost, F., Bortsova, G., Adams, H., Ikram, A., Niessen, W.J., Vernooij, ...