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mean-reversion

4 notes carry this tag — 3 claims, 1 observation. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• Mandt, Hoffman and Blei (2017) model constant-learning-rate SGD near a loss minimum as an Ornstein–Uhlenbeck process
  claim seedling Tier 1 2026-07-12 · machine-learning, stochastic-gradient-descent, ornstein-uhlenbeck, optimization, loss-landscape
• The Ornstein–Uhlenbeck process links a Brownian particle's velocity under friction to finance's Vasicek interest-rate model
  claim seedling Tier 4 2026-07-12 · ornstein-uhlenbeck, stochastic-processes, brownian-motion, quantitative-finance, vasicek-model
• In the paleoTS model set, the Ornstein–Uhlenbeck mode recasts fossil stasis as active mean-reversion toward an adaptive optimum, not a null absence of change
  claim budding Tier 2 2026-07-12 · evolutionary-biology, stasis, ornstein-uhlenbeck, mean-reversion, fitness-landscape
• Mean-reversion toward an optimum — the Ornstein–Uhlenbeck process — recurs independently across fossil stasis, bond pricing, and SGD near a loss minimum
  observation seedling Tier 1 2026-07-12 · cross-domain-bridge, ornstein-uhlenbeck, mean-reversion, stasis, quantitative-finance