#machine learning

Overview and Unifying Conceptualization of Automated Machine Learning

2019-09-16 Zhengying Liu, Zhen Xu, Meysam Madadi, Julio Jacques Junior, Sergio Escalera, Shangeth Rajaa, Isabelle Guyon ECML PKDD 2019 Workshop on Automating Data Science (ADS)

#AutoML #Machine Learning #Meta-learning

A novel generic mathematical formulation of AutoML unifying HPO and meta-learning, showing meta-learning addresses AutoML more fundamentally than hyperparameter optimization.

Unsupervised Learning 101

2019-05-20

#Deep Learning #Machine Learning

An intro to unsupervised learning — clustering, feature learning, and dimensionality reduction, and why it matters.

Theseus Maze-Solving Machine

#AI #Robotics #Machine Learning #Hardware

The first machine that demonstrated machine learning capabilities through maze navigation. Built with telephone relay circuits in 1950.

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