ENTITY Polyak-Łojasiewicz (PL) condition

Polyak-Łojasiewicz (PL) condition

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TOOL · CL_111752 · Jun 26 · 04:00

New method optimizes PL-SGD with Markovian noise for improved bounds

Researchers have developed a new method for optimizing smooth objectives that satisfy the Polyak-Łojasiewicz (PL) condition, particularly when gradient samples are influenced by Markovian noise. This approach establishe…

New method optimizes PL-SGD with Markovian noise for improved bounds