ENTITY
Pascal Mattia Esser
Pascal Mattia Esser
PulseAugur coverage of Pascal Mattia Esser — every cluster mentioning Pascal Mattia Esser across labs, papers, and developer communities, ranked by signal.
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New reparameterization technique aids singular model learning analysis
This research paper introduces a novel technique called relative reparameterization to analyze the learning dynamics of singular statistical models. Singular models, common in machine learning, often exhibit slower conv…
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New papers analyze learning regimes in bottleneck and linear autoencoders
Researchers have published two papers analyzing different learning regimes in autoencoders. One paper focuses on nonlinear autoencoders with a bottleneck, deriving mean-field learning dynamics and showing finite network…