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The Optimization Landscape of SGD Across the Feature Learning Strength

The Optimization Landscape of SGD Across the Feature Learning Strength

6 October 2024
Alexander B. Atanasov
Alexandru Meterez
James B. Simon
C. Pehlevan
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Papers citing "The Optimization Landscape of SGD Across the Feature Learning Strength"

3 / 3 papers shown
Title
Learning richness modulates equality reasoning in neural networks
William L. Tong
C. Pehlevan
33
0
0
12 Mar 2025
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
Yoonsoo Nam
Seok Hyeong Lee
Clementine Domine
Yea Chan Park
Charles London
Wonyl Choi
Niclas Goring
Seungjai Lee
AI4CE
30
0
0
28 Feb 2025
How Feature Learning Can Improve Neural Scaling Laws
How Feature Learning Can Improve Neural Scaling Laws
Blake Bordelon
Alexander B. Atanasov
C. Pehlevan
44
11
0
26 Sep 2024
1