Lottery Ticket Search on Untrained Models with Applied Lottery Sample Selection

In this paper, we present a new approach to improve tabular datasets by applying the lottery ticket hypothesis to tabular neural networks. Prior approaches were required to train the original large-sized model to find these lottery tickets. In this paper we eliminate the need to train the original m...

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Bibliographic Details
Main Authors: Ryan Bluteau, Robin Gras
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Machine Learning and Knowledge Extraction
Subjects:
Online Access:https://www.mdpi.com/2504-4990/5/2/24