11 citations · 22 across the 21 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
AdaBatchGrad: Combining Adaptive Batch Size and Adaptive Step Size
Petr Ostroukhov, Aigerim Zhumabayeva, Chulu Xiang +3
This paper presents a novel adaptation of the Stochastic Gradient Descent (SGD), termed AdaBatchGrad. This modification seamlessly integrates an adaptive step size with an adjustab…
cs.LG2023
Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits
Yuriy Dorn, Nikita Kornilov, Nikolay Kutuzov +3
The Implicitly Normalized Forecaster (INF) algorithm is considered to be an optimal solution for adversarial multi-armed bandit (MAB) problems. However, most of the existing comple…