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Scaling Laws Courses

Re-thinking Transformers: Searching for Efficient Linear Layers over a Continuous Space
Simons Institute via YouTube
The Mathematics of Scaling Laws and Model Collapse in AI
Institute for Pure & Applied Mathematics (IPAM) via YouTube
Scaling Laws for Dense Retrieval
Association for Computing Machinery (ACM) via YouTube
Infinite Limits and Scaling Laws of Neural Networks
Institute for Pure & Applied Mathematics (IPAM) via YouTube
Size of Teachers as Measure of Data Complexity - PAC-Bayes Excess Risk Bounds and Scaling Laws
Institute for Pure & Applied Mathematics (IPAM) via YouTube
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