Now showing items 1-2 of 2
Optimal stochastic and distributed algorithms for machine learning
(Georgia Institute of Technology, 2013-07-08)
Stochastic and data-distributed optimization algorithms have received lots of attention from the machine learning community due to the tremendous demand from the large-scale learning and the big-data related optimization. ...
Syntactic foundations for machine learning
(Georgia Institute of Technology, 2013-04-08)
Machine learning has risen in importance across science, engineering, and business in recent years. Domain experts have begun to understand how their data analysis problems can be solved in a principled and efficient ...