ENTITY
Boris Shigida
Boris Shigida
PulseAugur coverage of Boris Shigida — every cluster mentioning Boris Shigida across labs, papers, and developer communities, ranked by signal.
Total · 30d
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Papers · 30d
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RECENT · PAGE 1/1 · 2 TOTAL
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Researchers detail modified loss in momentum gradient descent
Researchers have published a fine-grained analysis of Polyak's heavy-ball momentum gradient descent algorithm. The study proves that under certain conditions, the algorithm behaves like plain gradient descent with a mod…
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New research refines Adam optimizer's memory and noise dynamics
Two new research papers explore the nuances of the Adam optimizer, a popular tool in deep learning. The first paper proposes a "refresh rule" for Adam's momentum parameter, suggesting it should scale with training data …