Now showing items 1-2 of 2
Second Order Machine Learning
(Georgia Institute of Technology, 2017-09-22)
A major challenge for large-scale machine learning, and one that will only increase in importance as we develop models that are more and more domain-informed, involves going beyond high-variance first-order optimization ...
Assembly of Big Genomic Data
(Georgia Institute of Technology, 2017-09-15)
As genome sequencing technologies continue to facilitate the generation of large datasets, developing scalable algorithms has come to the forefront as a crucial step in analyzing these datasets. In this talk, I will ...