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Workshop

Fine-Tuning in Modern Machine Learning: Principles and Scalability

Fanghui Liu · Grigorios Chrysos · Beidi Chen · Rebekka Burkholz · Saleh Soltan · Angeliki Giannou · Masashi Sugiyama · Volkan Cevher

East Exhibition Hall A

Sat 14 Dec, 8:15 a.m. PST

This workshop aims to contribute to the recent radical paradigm shift for fine-tuning in modern machine learning, both theoretically, computationally, and systematically. It encourages researchers to push forward the frontiers of theoretical understanding of fine-tuning, devising expeditious and resource-efficient inference and fine-tuning methods in machine learning systems, enabling their deployment within constrained computational resources.

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Timezone: America/Los_Angeles

Schedule

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