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AdaGrad

A1A2B1B2C1C2

/ˈeɪdəˌgræd/

/ˈædəˌgræd/

noun

1 AdaGrad, AdaGrad optimizatörü
2 seyrek parametreleri büyük, sık parametreleri küçük adımlarla güncelleyen yöntem

Definition (English)

An optimization algorithm that adapts the learning rate based on past gradients.
It gives larger updates for infrequent parameters and smaller updates for frequent ones.

Example Sentences

AdaGrad works well with sparse data.

AdaGrad seyrek verilerle iyi çalışır.
We chose AdaGrad for its adaptive nature.

Uyarlanabilir doğası nedeniyle AdaGrad'ı seçtik.

Synonyms

optimizeradaptive gradient

Collocations

use adagradadagrad optimizeradagrad algorithmadagrad learning rateadagrad updateadagrad method