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A Theory of Initialisation's Impact on Specialisation

4 March 2025
Devon Jarvis
Sebastian Lee
Clémentine Dominé
Andrew M. Saxe
Stefano Sarao Mannelli
    CLL
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Papers citing "A Theory of Initialisation's Impact on Specialisation"

2 / 2 papers shown
Title
Analytic theory of dropout regularization
Analytic theory of dropout regularization
Francesco Mori
Francesca Mignacco
29
0
0
12 May 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
38
0
0
28 Feb 2025
1