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Second-order methods

Use second-order statistics to process data.

Papers

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Showing 131–140 of 181 papers

Title	Date	Tasks	Status	Hype
Fast and Furious Convergence: Stochastic Second Order Methods under Interpolation	Oct 11, 2019	Binary ClassificationSecond-order methods	CodeCode Available	0
EXACT ANALYSIS OF CURVATURE CORRECTED LEARNING DYNAMICS IN DEEP LINEAR NETWORKS	Sep 25, 2019	Second-order methods	—Unverified	0
Quasi-Newton Optimization Methods For Deep Learning Applications	Sep 4, 2019	Deep LearningDeep Reinforcement Learning	—Unverified	0
Practical Newton-Type Distributed Learning using Gradient Based Approximations	Jul 22, 2019	Second-order methodsVocal Bursts Type Prediction	—Unverified	0
Meta-descent for Online, Continual Prediction	Jul 17, 2019	PredictionSecond-order methods	—Unverified	0
SGD momentum optimizer with step estimation by online parabola model	Jul 16, 2019	Second-order methods	CodeCode Available	0
Limitations of the Empirical Fisher Approximation for Natural Gradient Descent	May 29, 2019	Second-order methods	CodeCode Available	0
Gram-Gauss-Newton Method: Learning Overparameterized Neural Networks for Regression Problems	May 28, 2019	regressionSecond-order methods	—Unverified	0
LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms	Apr 20, 2019	BIG-bench Machine LearningSecond-order methods	CodeCode Available	0
Improving SGD convergence by online linear regression of gradients in multiple statistically relevant directions	Jan 31, 2019	regressionSecond-order methods	CodeCode Available	0

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