目录 概 主要内容 Wang Z., Zhang W., Liu N. and Wang J. Scalable rule-based representation learning for interpretable classification. In Advances in Neural Information Processing Systems (NIPS), 2021. 概 传统的诸如决策树之类的机器学习方法具有很强的结构性, 也因此具有很好的可解释性. 和深度学习方法相比, 这类方…
Evolution Strategies as a Scalable Alternative to Reinforcement Learning this blog from: https://blog.openai.com/evolution-strategies/ MARCH 24, 2017 Evolution Strategies as a Scalable Alternative to Reinforcement Learning We’ve discovered that evo…
this blog from: https://opendatascience.com/blog/notes-on-representation-learning-1/ Notes on Representation Learning By Zac Kriegman, Senior Data Scientist in the Thomson Reuters Data Innovation Lab | 02/07/2017 Tags: Deep Learning , Neural Networ…
Self-Supervised Representation Learning 2019-11-11 21:12:14 This blog is copied from: https://lilianweng.github.io/lil-log/2019/11/10/self-supervised-learning.html Self-Supervised Representation Learning Nov 10, 2019 by Lilian Weng representation-le…
Predictive learning vs. representation learning 预测学习 与 表示学习 When you take a machine learning class, there's a good chance it's divided into a unit on supervised learning and a unit on unsupervised learning. We certainly care about this distinction f…