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gradient descent [2 records]
Record 1 - internal organization data 1998-11-24
Record 1, English
Record 1, Subject field(s)
- Artificial Intelligence
Record 1, Main entry term, English
- gradient descent
1, record 1, English, gradient%20descent
correct
Record 1, Abbreviations, English
Record 1, Synonyms, English
Record 1, Textual support, English
Record number: 1, Textual support number: 1 DEF
The situation where the system always moves downward in the energy function. 2, record 1, English, - gradient%20descent
Record number: 1, Textual support number: 1 CONT
One standard optimization technique is to use gradient descent: The values of the variables in the problem are modified in whatever direction reduces the cost function (energy). For hard problems, gradient descent gets stuck at local minima that are not globally optimal. 3, record 1, English, - gradient%20descent
Record 1, French
Record 1, Domaine(s)
- Intelligence artificielle
Record 1, Main entry term, French
- descente de gradient
1, record 1, French, descente%20de%20gradient
correct, feminine noun
Record 1, Abbreviations, French
Record 1, Synonyms, French
Record 1, Textual support, French
Record number: 1, Textual support number: 1 CONT
La surface de la fonction d'erreur présente des caractéristiques peu satisfaisantes pour effectuer une descente de gradient : minima locaux, qui empêchent la convergence de l'algorithme, plateaux où les pentes sont très faibles, etc. 1, record 1, French, - descente%20de%20gradient
Record 1, Spanish
Record 1, Textual support, Spanish
Record 2 - internal organization data 1998-11-24
Record 2, English
Record 2, Subject field(s)
- Artificial Intelligence
- Computer Programs and Programming
Record 2, Main entry term, English
- least mean square algorithm
1, record 2, English, least%20mean%20square%20algorithm
correct
Record 2, Abbreviations, English
Record 2, Synonyms, English
- LMS algorithm 2, record 2, English, LMS%20algorithm
correct
Record 2, Textual support, English
Record number: 2, Textual support number: 1 DEF
An algorithm that chooses how far in the direction of the gradient to go. 1, record 2, English, - least%20mean%20square%20algorithm
Record 2, Key term(s)
- least mean square
- gradient descent
Record 2, French
Record 2, Domaine(s)
- Intelligence artificielle
- Programmes et programmation (Informatique)
Record 2, Main entry term, French
- algorithme à erreur quadratique minimale
1, record 2, French, algorithme%20%C3%A0%20erreur%20quadratique%20minimale
correct, masculine noun
Record 2, Abbreviations, French
Record 2, Synonyms, French
- algorithme quadratique moyen minimum 2, record 2, French, algorithme%20quadratique%20moyen%20minimum
correct, masculine noun
Record 2, Textual support, French
Record 2, Spanish
Record 2, Textual support, Spanish
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