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GRADIENT GENERALIZATION [1 record]
Record 1 - internal organization data 2024-01-10
Record 1, English
Record 1, Subject field(s)
- Computer Mathematics
- Computer Programs and Programming
- Artificial Intelligence
Record 1, Main entry term, English
- stochastic gradient algorithm
1, record 1, English, stochastic%20gradient%20algorithm
correct
Record 1, Abbreviations, English
Record 1, Synonyms, English
- stochastic gradient descent 2, record 1, English, stochastic%20gradient%20descent
correct
- SGD 3, record 1, English, SGD
correct
- SGD 3, record 1, English, SGD
- stochastic gradient descent algorithm 4, record 1, English, stochastic%20gradient%20descent%20algorithm
correct
Record 1, Textual support, English
Record number: 1, Textual support number: 1 CONT
Stochastic gradient algorithms are widely used for large-scale learning and inference problems. However, their use in practice is typically guided by heuristics and trial-and-error rather than rigorous, generalizable theory. 5, record 1, English, - stochastic%20gradient%20algorithm
Record number: 1, Textual support number: 2 CONT
Stochastic gradient descent(SGD) and its variants have established themselves as the go-to algorithms for large-scale machine learning problems with independent samples due to their generalization performance and intrinsic computational advantage. 3, record 1, English, - stochastic%20gradient%20algorithm
Record 1, French
Record 1, Domaine(s)
- Mathématiques informatiques
- Programmes et programmation (Informatique)
- Intelligence artificielle
Record 1, Main entry term, French
- algorithme du gradient stochastique
1, record 1, French, algorithme%20du%20gradient%20stochastique
correct, masculine noun
Record 1, Abbreviations, French
Record 1, Synonyms, French
- algorithme de descente de gradient stochastique 2, record 1, French, algorithme%20de%20descente%20de%20gradient%20stochastique
correct, masculine noun
Record 1, Textual support, French
Record 1, Spanish
Record 1, Textual support, Spanish
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TERMIUM Plus®, the Government of Canada's terminology and linguistic data bank
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