Machine Learning, Kolmogorov Complexity, and Squishy Bunnies

Computer Science, Machine Learning, Programming, Art, Mathematics, Philosophy, and Short Fiction

Machine Learning, Kolmogorov Complexity, and Squishy Bunnies Projects . Publications . Writing . About . Archive . Microblog . Github . RSS 0x8b5b . 0x1baf . 0xa977 . 0xd630 . 0x6608 . 0xe569 . 0xbf6b . 0x9639 . 0x9e5e Machine Learning, Kolmogorov Complexity, and Squishy Bunnies 27/08/2019 Machine Learning We know that Machine Learning is an extremely powerful tool for tackling complex problems which we don't know how to solve by conventional means. Problems like image classification can be solved effectively by Machine Learning because at the end of the day, gathering data for that kind of ta

related reading

• Machine Learning, Kolmogorov Complexity, and Squishy Bunniestheorangeduck.com
• Making Deep Learning go Brrrr From First Principleshorace.io
• A Recipe for Training Neural Networkskarpathy.github.io
• Compression and Intelligencegreene.sh
• Neural Networks, Types, and Functional Programming -- colah's blogcolah.github.io
• [2304.05366] The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learningarxiv.org
• [2604.21691] There Will Be a Scientific Theory of Deep Learningarxiv.org
• Deep Reinforcement Learning: Pong from Pixelskarpathy.github.io
• [2309.10668] Language Modeling Is Compressionarxiv.org
• A Recipe for Training Neural Networkskarpathy.github.io
• [2602.05999] On the Role of Computation in Reinforcement Learningarxiv.org
• Do Machine Learning Models Memorize or Generalize?pair.withgoogle.com