ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization
PulseAugur coverage of ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization — every cluster mentioning ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization across labs, papers, and developer communities, ranked by signal.
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Machine learning enhances black-box optimization solvers, survey finds
A new survey paper explores the application of machine learning (ML) and reinforcement learning (RL) techniques to enhance black-box optimization (BBO) solvers. The paper details how ML can improve BBO by providing bett…
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New research explains why Zeroth-Order Optimization scales to LLMs
Two new papers explore zeroth-order (ZO) optimization for fine-tuning large language models (LLMs). The first paper introduces a kernel perspective, showing that the approximation error depends on output size rather tha…