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Akshay Balsubramani

120

Stanford University
300 Pasteur Drive, Palo Alto, CA 94304

Research Overview

Welcome! I am a postdoctoral scientist working in functional genomics and machine learning, in the lab of Anshul Kundaje at Stanford University. My genomics research centers on transcription regulation at the single-cell level with applications in basic cancer and aging research, while my machine learning and statistics research includes methods for semi-supervised, representation, and sequential learning.

I completed my PhD at UC San Diego in machine learning, where I was advised by Yoav Freund. During my PhD, I developed semi-supervised algorithms to combine ensembles of predictors, and also worked on stochastic processes.


Research Manuscripts


Click on each paper title for a very unofficial one-sentence summary.


Preprints

Conference/Journal Papers

Workshop Only

Theses

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. 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

Some suggestions on research which I believe in.

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

I have always enjoyed traveling and do so whenever the opportunity arises. I like running, occasionally structured. In my free time, I sometimes write on history and philosophy tidbits I find interesting.

This site is (still and perennially) under construction.