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Evolutional Computing
深度学习

Natural Computation Methods for Machine Learning Note 13

EC is parallel search (many balls in the landscape). Want to prevent all individuals from converging to the same solution (premature convergence – a common problem) The task of mutation is to prevent this – to maintain diversity in the population. To inject ne…

2020年3月20日 0条评论 5809点热度 0人点赞 Dong Wang 阅读全文
深度学习

Natural Computation Methods for Machine Learning Note 12

From course, I learned Evolutional Computing. Evolutionary computing (EC) population method Used for problems where the task is to maximize some measure of success Same family of problems as in RL, but very different methods Methods inspired by genetics, natur…

2020年3月20日 0条评论 5649点热度 0人点赞 Dong Wang 阅读全文

Dong Wang

I am a PhD student of TU Graz in Austria. My research interests include Embedded/Edge AI, efficient machine learning, model sparsity, deep learning, computer vision, and IoT. I would like to understand the foundational problems in deep learning.

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