overparameterization

An Overview of Transformer Initialization, Parameterization, and Normalization

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An Overview of Transformer Initialization, Parameterization, and Normalization

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and researchers in enterprises. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and … Read more

Why Bigger Neural Networks Are Better: A NeurIPS Study

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Why Bigger Neural Networks Are Better: A NeurIPS Study

Reported by New Intelligence Editor: LRS [New Intelligence Overview] It has almost become a consensus that bigger neural networks are better, but this idea contradicts traditional function fitting theory. Recently, researchers from Microsoft published a paper at NeurIPS proving the necessity of large-scale neural networks mathematically, suggesting they should be even larger than expected. As … Read more