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