Adaptive First- and Second-Order Algorithms for Large-Scale Machine Learning.

Sanae Lotfi Tiphaine Bonniot de Ruisselet Dominique Orban Andrea Lodi

Published in: CoRR (2021)

Keyphrases

machine learning
learning algorithm
adaptive algorithms
benchmark datasets
machine learning algorithms
computational cost
orders of magnitude

data structure
learning models
kernel methods
machine learning methods
feature selection
higher order

real life
training data
optimization problems
active learning
computer vision
data mining algorithms

pattern recognition
times faster
search algorithm
inductive learning
reinforcement learning
artificial intelligence