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Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings

Home Page: https://arxiv.org/abs/2401.06112

data-visualization dimensionality-reduction embeddings ica independent-component-analysis interpretability visualization

axis-tour's Introduction

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Shimodaira Lab, Kyoto University

education

  • DCS in Machine Learning, Shimodaira Lab, Department of System Science, Informatics, Kyoto University, present

  • MCS in Machine Learning, Shimodaira Lab, Department of System Science, Informatics, Kyoto University, 2022

  • BSc in Mathematics, Nakano Lab, Department of Mathematics, Science, Kyoto University, 2020

Biography

I'm a doctoral student at Shimodaira Lab, Department of System Science, Informatics, Kyoto University. My research interests lie in Machine Learning, especially Natural Language Processing and Optimal Transport.

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