Search Results for author: Lorien X. Hayden

Found 2 papers, 1 papers with code

Jeffrey's prior sampling of deep sigmoidal networks

no code implementations25 May 2017 Lorien X. Hayden, Alexander A. Alemi, Paul H. Ginsparg, James P. Sethna

Neural networks have been shown to have a remarkable ability to uncover low dimensional structure in data: the space of possible reconstructed images form a reduced model manifold in image space.

Denoising

Canonical Sectors and Evolution of Firms in the US Stock Markets

1 code implementation20 Mar 2015 Lorien X. Hayden, Ricky Chachra, Alexander A. Alemi, Paul H. Ginsparg, James P. Sethna

A classification of companies into sectors of the economy is important for macroeconomic analysis and for investments into the sector-specific financial indices and exchange traded funds (ETFs).

Classification

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