Yuriy Nesterov
PulseAugur coverage of Yuriy Nesterov — every cluster mentioning Yuriy Nesterov across labs, papers, and developer communities, ranked by signal.
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New Nesterov acceleration methods developed for probability measures
Researchers have developed new accelerated optimization methods for probability measures, drawing inspiration from Nesterov's accelerated gradient method in Euclidean space. These methods, including Heavy-ball and Neste…
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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…
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Researchers develop online Newton method with accelerated sketching for efficient inference
A new paper introduces an online Newton method that uses Nesterov's accelerated sketching to approximate Newton directions. This approach aims to provide robust uncertainty quantification for streaming data while mainta…