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cs.LG2022
On Accelerated Perceptrons and Beyond
Guanghui Wang, Rafael Hanashiro, Etash Guha +1
The classical Perceptron algorithm of Rosenblatt can be used to find a linear threshold function to correctly classify linearly separable data points, assuming the classes are…
cs.LG2020
Linear Separation via Optimism
Rafael Hanashiro, Jacob Abernethy
Binary linear classification has been explored since the very early days of the machine learning literature. Perhaps the most classical algorithm is the Perceptron, where a weight…