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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
<head>
<meta http-equiv="content-type" content="text/html; charset=iso-8859-1" />
<title>Lester Mackey</title>
<meta name="keywords" content="lester mackey, computer science, machine learning, statistics, social good, high-dimensional, probability, concentration, research, stanford, microsoft research" />
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<h1>Lester Mackey</h1>
<h2>lwmackey@gmail.com</h2>
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<ul>
<li><a href="index.html" class="active">Home</a></li>
<li><a href="research.html">Research</a></li>
<li><a href="talks.html">Talks</a></li>
<li><a href="teaching.html">Teaching</a></li>
<li><a href="dinosaurplanet.html">Netflix Prize</a></li>
<li><a href="alsprize4life.html">ALS Prize4Life</a></li>
<li><a href="forecastrodeo.html">Forecast Rodeo</a></li>
<li><a href="aiweatherquest.html">AI Weather Quest</a></li>
<li><a href="contact.html">Contact</a></li>
<li><a href="bio.html">Bio</a></li>
<li><a href="papers/Lester_Mackey-CV.pdf">CV</a></li>
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<h4>About me</h4>
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<img src="images/lester_mackey_portrait0_small.jpg" width="17.5%" alt="Lester Mackey" class="left"/>
<p>
I'm a statistical machine learning researcher at <a href="https://www.microsoft.com/en-us/research/lab/microsoft-research-new-england/">Microsoft Research New England</a> and an adjunct professor at <a href="https://statistics.stanford.edu/">Stanford University</a>.
I received my Ph.D. in Computer Science (2012) and my M.A. in Statistics (2011) from UC Berkeley and my B.S.E. in Computer Science (2007) from Princeton University.
Before joining Microsoft, I spent three wonderful years as an assistant professor of <a href="https://statistics.stanford.edu/">Statistics</a> and, by courtesy, <a href="https://cs.stanford.edu/">Computer Science</a> at Stanford and one as a <a href="https://simonsfoundation.org/funded-programs/math-x">Simons
Math+X</a> postdoctoral fellow, working with <a href="http://www-stat.stanford.edu/~candes/">Emmanuel
Candes</a>.
My Ph.D. advisor was <a href="http://www.eecs.berkeley.edu/~jordan/">Mike Jordan</a>, and my undergraduate research advisors were <a href="https://www.hmc.edu/about-hmc/president-klawe/">Maria Klawe</a> and <a href="http://www.cs.princeton.edu/~dpw/">David Walker</a>.
I got my first taste of research at the <a href="https://www.cee.org/research-science-institute">Research Science Institute</a> and learned to think deeply of simple things at the <a href="https://rossprogram.org/">Ross Program</a>.
</p>
<p>
My current research interests
include
<b>statistical machine learning</b>,
<b>scalable algorithms</b>,
<b>approximate inference</b>,
<b>distribution compression</b>,
<b>high-dimensional statistics</b>,
and
<b>probability</b>.
Lately, I've been developing and analyzing scalable learning algorithms for
<a href="https://www.microsoft.com/en-us/research/project/subseasonal-climate-forecasting/">subseasonal forecasting</a>,
healthcare,
high-energy physics,
recommender systems,
and the <a href="http://stanford.edu/group/stats-for-good">social good</a>.
</p>
<p>
Quixotic though it may sound, I hope to use computer science and statistics to change the world for the better.
If you have thoughts on how to do this, feel free to <a href="contact.html">contact me</a>.
</p>
</div>
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<h4>Research opportunities at MSR New England</h4>
<div class="contentarea">
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<li>
<a href="https://apply.careers.microsoft.com/careers/job/1970393557040502">Apply</a> for a <b>summer</b> PhD student internship in our lab. If you'd like to work with me, please be sure to mention my name in your cover letter. <!--I typically begin to review applications in December.-->
</li>
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<a href="https://careers.microsoft.com/us/en/job/1499488/Post-Doc-Researcher-Machine-Learning-Statistics-Microsoft-Research">Apply</a> by Jan. 5 to join MSR New England as a postdoc.
</li>-->
<li>
Apply to join MSR New England as a full-time researcher <a href="https://apply.careers.microsoft.com/careers/job/1970393557044314">here</a> (for early career applicants, e.g., assistant professors or those newly completing a PhD or postdoc) or <a href="https://apply.careers.microsoft.com/careers/job/1970393557044154">here</a> (for later career applicants, e.g., associate or full professors).
</li>
</ul>
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<p></p>
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<h4>Students, postdocs, and interns mentored (past and present)</h4>
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<li><a href="https://hammaadadam1.github.io/">Hammaad Adam</a></li>
<li><a href="https://sites.google.com/view/morganeaustern/home">Morgane Austern</a></li>
<li><a href="http://www.dianacai.com/">Diana Cai</a></li>
<li><a href="https://bellecarrell.github.io/">Annabelle Carrell</a></li>
<li><a href="https://paulaoak.github.io/">Paula Cordero Encinar</a></li>
<li><a href="https://majid-daliri.github.io/">Majid Daliri</a></li>
<li><a href="https://stanford.edu/~trid/">Tri Dao</a></li>
<li><a href="https://yash-deshpande.github.io/">Yash Deshpande</a></li>
<li><a href="https://cims.nyu.edu/~cd2754/">Carles Domingo-Enrich</a></li>
<li><a href="https://raazdwivedi.github.io/">Raaz Dwivedi</a></li>
<li><a href="https://www.cs.toronto.edu/~erdogdu/">Murat Erdogdu</a></li>
<li><a href="https://zhilif.github.io/">Zhili Feng</a></li>
<li><a href="http://geflaspohler.com/">Genevieve Flaspohler</a></li>
<li><a href="https://albertgong1.github.io/">Albert Gong</a></li>
<li><a href="https://jgorham.github.io/">Jackson Gorham</a> (Dissertation: <i>Measuring Sample Quality with Stein's Method</i>)</li>
<ul class="normal">
<li>Awarded the 2017 <a href="https://bayesian.org/project/savage-award/">Savage Award</a> in Theory and Methods by the International Society for Bayesian Analysis (ISBA)</li>
</ul>
<li><a href="https://hannahguan.com/">Hannah Guan</a></li>
<li><a href="http://jhhuggins.org/">Jonathan Huggins</a></li>
<li>Jessica Hwang</li>
<li><a href="https://web.stanford.edu/~gkamath/">Govinda Kamath</a></li>
<li><a href="https://konstantinklemmer.github.io/">Konstantin Klemmer</a></li>
<li><a href="https://koenecke.infosci.cornell.edu/">Alison Koenecke</a></li>
<li><a href="https://lrgr.io/">Max Leiserson</a></li>
<li><a href="http://people.csail.mit.edu/lingxiao/">Lingxiao Li</a></li>
<li><a href="http://web.stanford.edu/~ruishan/">Ruishan Liu</a></li>
<li><a href="https://tm157.github.io/">Tanya Marwah</a></li>
<li><a href="http://mitliagkas.github.io/">Ioannis Mitliagkas</a></li>
<li><a href="https://www.cs.toronto.edu/~soukayna/">Soukayna Mouatadid</a></li>
<li><a href="https://people.cs.umass.edu/~cmusco/">Cameron Musco</a></li>
<li><a href="https://genp.github.io/">Genevieve Patterson</a></li>
<li><a href="http://diondradpeck.wixsite.com/home">Diondra Peck</a></li>
<li><a href="https://anantrajml.github.io/">Anant Raj</a></li>
<li>Sabrina Rashid</li>
<li><a href="https://tobias-schroeder.github.io/">Tobias Schroeder</a></li>
<li><a href="https://ashettyv.github.io/">Abhishek Shetty</a></li>
<li><a href="https://jiaxins.io/">Jiaxin Shi</a></li>
<li><a href="https://people.eecs.berkeley.edu/~nileshtrip/">Nilesh Tripuraneni</a></li>
<li><a href="https://www.ashiawilson.com/">Ashia Wilson</a></li>
<li><a href="https://www.linkedin.com/in/yemin-yu-54654692/">Yemin Yu</a></li>
<li><a href="https://zelikman.me/">Eric Zelikman</a></li>
</ul>
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<h4>Recent news</h4>
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<ul>
<li>I'm co-organizing a NIPS 2011 workshop on <a href=" http://www.cs.berkeley.edu/~ameet/sparse-low-rank-nips11">Sparse Representation and Low-Rank Approximation</a>!</li>
</ul>
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<h4>Recent news</h4>
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<div class="left">© 2012 Lester Mackey. All rights reserved.</div>
<div class="right">Design by <a href="https://www.nodethirtythree.com/">NodeThirtyThree Design</a></div>
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