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In this paper, we propose Filter Gradient Decent (FGD), an efficient stochastic optimization algorithm that makes a consistent estimation of the local gradient by solving an adaptive filtering problem with different designs of filters.

Python 100.00%
stochastic-gradient-descent filters variance-reduction

filter-gradient-decent's Introduction

Hi there ๐Ÿ‘‹

I am a Ph.D candidates at National University of Singapore advised by Xinchao Wang. You can also call me Adam. I am working on statistical machine learning and its application in computer vision, natural language processing and healthcare. I am a fan of rock music ๐ŸŽต.

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email: [email protected] Previous at @UCSD, @SEU, @shlab, @Sensetime

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