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Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets

Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets

17 September 2023
Pulkit Gopalani
Samyak Jha
Anirbit Mukherjee
ArXivPDFHTML

Papers citing "Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets"

3 / 3 papers shown
Title
Improving PINNs By Algebraic Inclusion of Boundary and Initial
  Conditions
Improving PINNs By Algebraic Inclusion of Boundary and Initial Conditions
Mohan Ren
Zhihao Fang
Keren Li
Anirbit Mukherjee
PINN
AI4CE
50
0
0
30 Jul 2024
Efficiently Learning Any One Hidden Layer ReLU Network From Queries
Efficiently Learning Any One Hidden Layer ReLU Network From Queries
Sitan Chen
Adam R. Klivans
Raghu Meka
MLAU
MLT
42
8
0
08 Nov 2021
A Local Convergence Theory for Mildly Over-Parameterized Two-Layer
  Neural Network
A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network
Mo Zhou
Rong Ge
Chi Jin
74
44
0
04 Feb 2021
1