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Stochastic Gradient Optimization Techniques

TopicLeading institutions, researchers & key papers

Stochastic Gradient Optimization Techniques is a topic indexed in ScholarIQ from OpenAlex.

What is known about Stochastic Gradient Optimization Techniques?

ScholarIQrecord summary

This cluster of papers focuses on the application of optimization methods in machine learning, particularly in the context of stochastic gradient descent, random projections, deep learning, convex optimization, matrix decompositions, and large-scale optimization. The papers explore various algorithms and techniques for improving the efficiency and effectiveness of machine learning models, with a specific emphasis on neural networks and generalization.

How many works does Stochastic Gradient Optimization Techniques have?

ScholarIQindexed works

Stochastic Gradient Optimization Techniques has 11 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

What is the OpenAlex record for Stochastic Gradient Optimization Techniques?

ScholarIQopenalex

The OpenAlex for Stochastic Gradient Optimization Techniques is on the source record.

What are the most-cited papers on Stochastic Gradient Optimization Techniques?

ScholarIQmost cited works
A geometric alternative to Nesterov's accelerated gradient descent
Sébastien Bubeck, Yin Tat Lee, Mohit Singh
arXiv (Cornell University). 201591 CitationsOPEN ACCESS

Where is Stochastic Gradient Optimization Techniques research published, and who funds it?

ScholarIQvenues & funding sources

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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How much of the research on Stochastic Gradient Optimization Techniques is open access?

ScholarIQopen access share
100%OPEN ACCESS
Gold
0%
Green
100%
Hybrid
0%
Bronze
0%
Closed
0%

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