A Relational Gradient Descent Algorithm For Support Vector Machine Training.

Mahmoud Abo Khamis Sungjin Im Benjamin Moseley Kirk Pruhs Alireza Samadian

Published in: APOCS (2021)

Keyphrases

support vector machine
preprocessing
cost function
optimization algorithm
objective function
computational cost
learning algorithm

dynamic programming
significant improvement
recognition algorithm
training phase
matching algorithm
optimal solution
search space

experimental evaluation
training set
feature vectors
worst case
expectation maximization
optimal parameters
detection algorithm

classification algorithm
np hard
times faster
reduced set
convergence rate
data sets
feature extraction