A Parallel SGD method with Strong Convergence.

Dhruv Mahajan S. Sathiya Keerthi S. Sundararajan Léon Bottou

Published in: CoRR (2013)

Keyphrases

preprocessing
computational cost
experimental evaluation
objective function
high precision
computational complexity
pairwise

cost function
support vector machine svm
clustering method
least squares
synthetic data
convergence rate
similarity measure

image sequences
machine learning
detection method
optimization algorithm
parallel processing
input data

feature set
high accuracy
support vector machine
classification accuracy
significant improvement
evolutionary algorithm