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Guided Learning of Nonconvex Models through Successive Functional
  Gradient Optimization

Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization

30 June 2020
Rie Johnson
Tong Zhang
ArXiv (abs)PDFHTML

Papers citing "Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization"

6 / 6 papers shown
Acceleration in Policy Optimization
Acceleration in Policy Optimization
Veronica Chelu
Tom Zahavy
A. Guez
Doina Precup
Sebastian Flennerhag
337
0
0
18 Jun 2023
Inconsistency, Instability, and Generalization Gap of Deep Neural
  Network Training
Inconsistency, Instability, and Generalization Gap of Deep Neural Network TrainingNeural Information Processing Systems (NeurIPS), 2023
Rie Johnson
Tong Zhang
146
8
0
31 May 2023
Target-based Surrogates for Stochastic Optimization
Target-based Surrogates for Stochastic OptimizationInternational Conference on Machine Learning (ICML), 2023
J. Lavington
Sharan Vaswani
Reza Babanezhad
Mark Schmidt
Nicolas Le Roux
267
6
0
06 Feb 2023
A Framework of Meta Functional Learning for Regularising Knowledge
  Transfer
A Framework of Meta Functional Learning for Regularising Knowledge Transfer
Pan Li
Yanwei Fu
S. Gong
98
0
0
28 Mar 2022
A general class of surrogate functions for stable and efficient
  reinforcement learning
A general class of surrogate functions for stable and efficient reinforcement learningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Sharan Vaswani
Olivier Bachem
Simone Totaro
Robert Mueller
Shivam Garg
Matthieu Geist
Marlos C. Machado
Pablo Samuel Castro
Nicolas Le Roux
OffRL
322
21
0
12 Aug 2021
LocoProp: Enhancing BackProp via Local Loss Optimization
LocoProp: Enhancing BackProp via Local Loss OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Ehsan Amid
Rohan Anil
Manfred K. Warmuth
ODL
182
21
0
11 Jun 2021
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