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multi-index model
3 papers across 3 sessions
Poster Session 3
1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Emergence and scaling laws in SGD learning of shallow neural networks
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#4016
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Yunwei Ren, Eshaan Nichani, Denny Wu, Jason Lee
Poster Session 5
1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Learning quadratic neural networks in high dimensions: SGD dynamics and scaling laws
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#4002
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Gerard Ben Arous, Murat Erdogdu, Nuri Mert Vural, Denny Wu
Poster Session 6
1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Learning Orthogonal Multi-Index Models: A Fine-Grained Information Exponent Analysis
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#3914
·
Yunwei Ren, Jason Lee
