Bio

My name is Michael C. Hughes, but everybody calls me Mike.

Professional Bio

Michael C. Hughes ("Mike") is an Assistant Professor of Computer Science at Tufts University, starting in August 2018. Previously, from 2016-2018 he was a postdoctoral fellow in computer science at Harvard's School of Engineering and Applied Sciences (SEAS), advised by Prof. Finale Doshi-Velez. He completed a Ph.D. in the Department of Computer Science at Brown University in 2016, advised by Prof. Erik Sudderth. You can find his papers and code on the web at www.michaelchughes.com.

Mike does research in statistical machine learning and its applications to healthcare. His goal is to develop predictive and explanatory models that find useful structure in large, messy datasets and help people make decisions in the face of uncertainty. His research interests include Bayesian hierarchical models for sequences, networks, and images; optimization algorithms for approximate inference; model fairness and interpretability; and semi-supervised learning. Active projects include helping clinicians understand and treat depression or infertility by training personalized drug recommendation models based on thousands of electronic health records observed from previous patients. You can find his papers and open-source code on the web at www.michaelchughes.com.

Life Outside the Lab

Outside of computer science, I enjoy hiking, kayaking, skiing, fishing, and other adventures in the great outdoors.

Glacier National Park

Desolation Canyon, Utah

Rafting trip with my dad on the Green River. August 2017.

Athabasca Glacier Hike

Alberta, Canada

Hiking Athabasca Glacier with my wife Heena. July 2016.

Glacier National Park

Glacier Nat'l Park, Montana

Backpacking Gunsight Pass trail. July 2016.

Hiking

White Mountains, NH

Winter hiking Cannon Mountain with my wife, Heena. January, 2013.

Hiking

Yellowstone Nat'l Park, WY

Backpacking trip to Union Falls. August, 2014.

Hiking

King's Canyon Nat'l Park, CA

Backpacking trip to Kearsarge Pass (11,600 ft). July, 2013.

Fishing

Green Lake, MN

Catching a giant bowfin dogfish. June, 2012.

Fishing

Charlestown, RI

Kaying in Narragansett Bay. Summer 2012.

Fishing

White Mountains, ME

Backpacking at South Baldface peak. Summer, 2012.

Personal Background

I currently live in Cambridge, Mass. (2013-present).

Before that (2010-2013), I lived in Providence, RI while a graduate student at Brown.

Before that (2006-2010), I was an undergraduate at Olin College of Engineering, in Needham, MA.

I'm originally from Billings, Montana. I completed all my primary and secondary education in the public school system (Boulder Elementary, Will James Middle School, and Billings Senior High School).