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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 29,701 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

How many citations does Stochastic Gradient Optimization Techniques have?

ScholarIQcitation count

Stochastic Gradient Optimization Techniques has 357,432 citations in the OpenAlex counts ScholarIQ stores.

What is the OpenAlex record for Stochastic Gradient Optimization Techniques?

ScholarIQopenalex

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

Who are the most-cited researchers behind Stochastic Gradient Optimization Techniques?

ScholarIQtop researchers by citations
1
Yoshua Bengio · Neural Networks and Applications
1,290 works476,190 citations
2
Geoffrey E. Hinton · Neural Networks and Applications
385 works451,920 citations
3
Robert Tibshirani · Statistical Methods and Inference
1,037 works392,382 citations
4
Trevor Hastie · Statistical Methods and Inference
656 works297,993 citations
5
Yann LeCun · Domain Adaptation and Few-Shot Learning
484 works252,968 citations

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

ScholarIQvenues & funding sources

TOP JOURNALS

No journal data available yet.

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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