ENTITY
Panayotis Mertikopoulos
Panayotis Mertikopoulos
PulseAugur coverage of Panayotis Mertikopoulos — every cluster mentioning Panayotis Mertikopoulos across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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0 over 90d
Papers · 30d
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2 over 90d
TIER MIX · 90D
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RECENT · PAGE 1/1 · 2 TOTAL
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New model analyzes stochastic mirror descent with heavy-tailed noise
Researchers have introduced a continuous-time model for stochastic mirror descent (SMD) that accounts for heavy-tailed noise. This model, termed the Lévy mirror flow (LMF), is designed to analyze SMD's convergence guara…
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New OptMuon method enhances stochastic optimization with adaptive momentum
Researchers have introduced OptMuon, a novel adaptive momentum orthogonalization method for stochastic nonconvex optimization that calibrates update magnitudes from observed trajectories. This approach combines Muon-sty…