Search Results for author: Roi Peleg

Found 1 papers, 0 papers with code

Improving Gradient-Trend Identification: Fast-Adaptive Moment Estimation with Finance-Inspired Triple Exponential Moving Average

no code implementations2 Jun 2023 Roi Peleg, Teddy Lazebnik, Assaf Hoogi

Existing optimizers predominantly adopt techniques based on the first-order exponential moving average (EMA), which results in noticeable delays that impede the real-time tracking of gradients trend and consequently yield sub-optimal performance.

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