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Akshay Balsubramani

120
Computer Science and Engineering
University of California, San Diego
9500 Gilman Drive, La Jolla, CA 92092

Research Overview

Welcome! I am a PhD student at UC San Diego, skewing towards the theoretical side of machine learning. I am interested in principled online/incremental algorithms which work across diverse application areas. I am advised by Yoav Freund, and received my M.S. in Computer Science from UCSD in spring 2013.

More specifically, my current research interests/projects include using classifier ensembles for confidence-rated prediction, devising algorithms from a minimax perspective, and leveraging differential geometry in learning.

My CV contains more on some current projects.

Research Manuscripts

Biography

Before the PhD, I was an Associate at Strand Life Sciences, where I did statistical genomics, developing tools for genomics researchers. Previously, I received a B.S. (High Honors) in Electrical Engineering and Computer Science at UC Berkeley in December 2008. On the way to that degree, I minored in (quantum) physics at Berkeley as well. Before that, I lived in various parts of India, the US, and Singapore.

Miscellaneous

I used to play the violin (and occasionally still do); before college, I happened to do a certification in it (unfortunately recordings are lost!). I also played the Carnatic classical style, which is less polyphonic but melodically far richer.

I have always enjoyed traveling and do so whenever the opportunity arises. In my free time, I sometimes write on history and philosophy tidbits I find interesting (links to come).

This site is (still and perennially) under construction.

Last updated: May 2014