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On the Convergence of the Gradient Descent Method with Stochastic Fixed-point Rounding Errors under the Polyak-Lojasiewicz Inequality

On the Convergence of the Gradient Descent Method with Stochastic Fixed-point Rounding Errors under the Polyak-Lojasiewicz Inequality

23 January 2023
Lu Xia
M. Hochstenbach
Stefano Massei
ArXivPDFHTML

Papers citing "On the Convergence of the Gradient Descent Method with Stochastic Fixed-point Rounding Errors under the Polyak-Lojasiewicz Inequality"

4 / 4 papers shown
Title
Error Analysis of Sum-Product Algorithms under Stochastic Rounding
Error Analysis of Sum-Product Algorithms under Stochastic Rounding
P. D. O. Castro
El-Mehdi El Arar
E. Petit
D. Sohier
88
0
0
19 Nov 2024
AdamL: A fast adaptive gradient method incorporating loss function
AdamL: A fast adaptive gradient method incorporating loss function
Lu Xia
Stefano Massei
ODL
62
3
0
23 Dec 2023
Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power
  Autonomous Flying Nano-UAVs
Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power Autonomous Flying Nano-UAVs
Daniele Palossi
Nicky Zimmerman
Luca Bompani
Francesco Conti
H. Müller
L. Gambardella
Luca Benini
Alessandro Giusti
Jérôme Guzzi
106
51
0
19 Mar 2021
Loss landscapes and optimization in over-parameterized non-linear
  systems and neural networks
Loss landscapes and optimization in over-parameterized non-linear systems and neural networks
Chaoyue Liu
Libin Zhu
M. Belkin
ODL
39
258
0
29 Feb 2020
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