Email: ellango [at] cmu.edu
I am a PhD student in the Computer Science Department at CMU, and I am advised by Phil Gibbons. My research is on algorithms for machine learning over streaming data.
DriftSurf: Stable-State/Reactive-State Learning under Concept Drift
Ashraf Tahmasbi, Ellango Jothimurugesan, Srikanta Tirthapura, Phillip B. Gibbons
[pdf] [poster] [slides]
Variance-Reduced Stochastic Gradient Descent on Streaming Data
Ellango Jothimurugesan, Ashraf Tahmasbi, Phillip B. Gibbons, Srikanta Tirthapura