Published on February 25, 2018 by

The paper “Hierarchical Representations for Efficient Architecture Search” is available here:
https://arxiv.org/pdf/1711.00436.pdf

Genetic algorithm (+ Mona Lisa problem) implementation:
1. https://users.cg.tuwien.ac.at/zsolnai/gfx/mona_lisa_parallel_genetic_algorithm/
2. https://users.cg.tuwien.ac.at/zsolnai/gfx/knapsack_genetic/

Andrej Karpathy’s online demo:
http://cs.stanford.edu/people/karpathy/convnetjs/demo/classify2d.html

Overfitting and Regularization For Deep Learning – https://www.youtube.com/watch?v=6aF9sJrzxaM
Training Deep Neural Networks With Dropout – https://www.youtube.com/watch?v=LhhEv1dMpKE
How Do Genetic Algorithms Work? – https://www.youtube.com/watch?v=ziMHaGQJuSI

We would like to thank our generous Patreon supporters who make Two Minute Papers possible:
Andrew Melnychuk, Brian Gilman, Christian Ahlin, Christoph Jadanowski, Dave Rushton-Smith, Dennis Abts, Eric Haddad, Esa Turkulainen, Evan Breznyik, Kaben Gabriel Nanlohy, Malek Cellier, Marten Rauschenberg, Michael Albrecht, Michael Jensen, Michael Orenstein, Raul Araújo da Silva, Robin Graham, Steef, Steve Messina, Sunil Kim, Torsten Reil.
https://www.patreon.com/TwoMinutePapers

One-time payments:
PayPal: https://www.paypal.me/TwoMinutePapers
Bitcoin: 13hhmJnLEzwXgmgJN7RB6bWVdT7WkrFAHh

Music: Antarctica by Audionautix is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/)
Artist: http://audionautix.com/

Thumbnail background image credit: https://pixabay.com/photo-2692456/
Splash screen/thumbnail design: Felícia Fehér – http://felicia.hu

Károly Zsolnai-Fehér’s links:
Facebook: https://www.facebook.com/TwoMinutePapers/
Twitter: https://twitter.com/karoly_zsolnai
Web: https://cg.tuwien.ac.at/~zsolnai/

Category Tag