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<html>
<title>Gabriel P. Andrade</title>
<head>
<meta name="viewport" content="width=device-width, initial-scale=1">
<style>
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<font face="Lato" size=4>
<br>
<hr>
<div class="row">
<div class="stripe" style="background-color:#ededed;">
<!-- <center><p><b><a href="index.html">About Me</a></b> | <b><a href="#pubs">Publications</a></b> | <b><a href="curriculum_vitae.pdf">CV</a></b></p></center> -->
<center><p><b><a href="index.html">About Me</a></b> | <b><a href="#pubs">Publications</a></b></p></center>
</div>
</div>
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<center><p><img src="dssi_portrait.png" alt="picture of me" width="80%" height="80%"></p></center>
<center><p><font size=2.5><b><a href="https://www.linkedin.com/in/gpandrade">LinkedIn</a></b> <br> <b><a href="https://scholar.google.com/citations?user=reI4hTYAAAAJ&hl=en">Google Scholar</a></b></font></p></center>
<br>
<center><p><font size=3><b>Game dynamics derived in my PhD work:</b></font></p></center>
<center><video width="320" height="240" controls loop autoplay>
<source src="lorenz_game.mp4" type="video/mp4">
Unfortunately, your browser does not support the video tag in HTML.
This is normally a video showing a matrix game whose learning dynamics emulate the Lorenz attractor.
</video></center>
<center><video width="320" height="240" controls loop autoplay>
<source src="fast_chua.mp4" type="video/mp4">
Unfortunately, your browser does not support the video tag in HTML.
This is normally a video showing a matrix game whose learning dynamics emulate the Chua circuit's dynamics.
</video></center>
</div>
<div class="column middle" style="background-color:#ffffff;">
<div class="row">
<h2>Gabriel P. Andrade</h2>
<p><font size=3>I'm a researcher at <a href="https://www.gensyn.ai/">Gensyn</a> working on distributed learning, game theoretic design of decentralized protocols, and various other exciting problems we tackle. Previously I was an Applied Scientist at Amazon, where I worked on various facets of fraud and bad actor detection. I received my PhD in <a href="https://www.colorado.edu/cs/">computer science</a> at the <a href="https://www.colorado.edu">University of Colorado Boulder</a> in the summer of 2022, where I was fortunate to be advised by <a href="http://www.cs.colorado.edu/~raf/">Rafael Frongillo</a> and <a href="http://www.cs.colorado.edu/~jgrochow/index.html">Joshua Grochow</a>. Before my PhD, I completed an MS in applied math at UMass Amherst.</font></p>
<p><font size=3><u>Research Buzzwords</u>: <br> Online Optimization, Algorithmic Economics, Game Theory, Dynamical Systems, Complex Networks, and Multi-Agent Learning</font></p>
</div>
<!--
<div class="row">
<p><font size=3><u>Teaching</u>: CSCI 1200 (Wednesday 2:00pm-3:40pm & 4:00pm-5:40pm)</font>
</div>
-->
<div class="row"></div>
<!-- <div class="row">
<h3>In Progress:</h3>
<font size=3>
<ul style="list-style-type:circle;">
<li><i>Universality of Learning Dynamics in Games</i>, G. P. Andrade, R. Frongillo, G. Piliouras (2020) </li>
<li><i>Graphical Production Economies</i>, G. P. Andrade and R. Frongillo (2020) </li>
<li><i>Energy Pricing Dynamics with Price Sensitive Agents</i>, G. P. Andrade, K. Baker, R. Frongillo, and S. Molnar (2019) </li>
</ul>
</div> -->
<!--
<div class="row">
<h3>Forthcoming:</h3>
<font size=3>
<ul style="list-style-type:circle;">
<li><i>Graphical Economies with Reselling</i>, G. P. Andrade, R. Frongillo, E. Gorokhovsky, and S. Srinivasan (2019) </li>
<li><i>A Liquid Democratic Model of Collective Transport</i>, G. P. Andrade, and J. Finocchiaro (2019) </li>
<li><i>Unsupervised Event Detection in Long Horizon Time Series</i>, G. P. Andrade, J. Cadena, and G. Konjevod (2019) </li>
</ul>
</div> -->
<div class="row">
<h3><a id="pubs">Publications:</a></h3>
<font size=3>
<ul style="list-style-type:circle;">
<li> <a href="https://arxiv.org/abs/2202.11871">No-Regret Learning in Games is Turing Complete</a>, G. P. Andrade, R. Frongillo, and G. Piliouras. (<a href="https://ec23.sigecom.org/">ACM EC 2023</a>) </li>
<li> <a href="https://arxiv.org/abs/2103.03405">Learning in Matrix Games Can Be Arbitrarily Complex</a>, G. P. Andrade, R. Frongillo, and G. Piliouras. In Proceedings of the 34th Annual Conference on Learning Theory (<a href="http://www.learningtheory.org/colt2021/">COLT 2021</a>) </li>
<li> <a href="https://arxiv.org/abs/2106.14397">Graphical Economies with Resale</a>, G. P. Andrade, R. Frongillo, E. Gorokhovsky, and S. Srinivasan. In Proceedings of the 21st ACM Conference on Economics and Computation (<a href="https://ec21.sigecom.org/">ACM EC 2021</a>) </li>
<li> <a href="https://ieeexplore.ieee.org/document/8489419?arnumber=8489419&SID=EBSCO:edseee%2F">Graph Models of Neurodynamics to Support Oscillatory Associative Memories</a>, G. P. Andrade, M. Ruszinkó, and R. Kozma. In Proceedings of the 2018 International Joint Conference on Neural Networks (<a href="http://www.ecomp.poli.br/~wcci2018/">IJCNN 2018</a>) </li>
</ul>
</div>
<div class="row">
<h3>Articles and Manuscripts:</h3>
<font size=3>
<ul style="list-style-type:circle;">
<li> <a href="seminaryear1_deptnewsletter.pdf">Math Systems for Diagnosis and Treatment of Breast Cancer</a>, C. Amorin, G. P. Andrade, S. Castro-Pearson, A. K. Geraldo, B. Iles, D. Katsaros, T. Mullen, S. Nguyen, O. Spiro, and M. Sych. In <a href="https://www.math.umass.edu/sites/www.math.umass.edu/files/newsletters/2017mathnewsletter.pdf">UMass Amherst Department of Mathematics & Statistics Newsletter</a> (2017) </li>
<li> <a href="MSRIREUPaperZ.pdf">A Matroid Generalization of Sperner's Lemma</a>, G. P. Andrade, A. R. Rey, A. J. R. Sandoval, M. Sondjaja, and F. Su. (2015) </li>
</ul>
</div>
<div class="full-height"></div>
</div>
<!-- <div class="column right" style="background-color:#ffffff;">
<center><p><img src="dssi_portrait.png" alt="picture of me" width="80%" height="80%"></p></center>
<center><p><font size=2.5><b><u>Contact</u>:</b> <a href="mailto:gabriel.andrade@colorado.edu">gabriel.andrade@colorado.edu</a></font></p></center>
</div> -->
</div>
<!--
<hr>
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<div class="column sidepad" style="background-color:#ffffff;">
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<div class="column left" style="background-color:#ffffff;">
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<h3>Publications:</h3>
<font size=3>
<p> <a href="https://ieeexplore.ieee.org/document/8489419?arnumber=8489419&SID=EBSCO:edseee%2F">Graph Models of Neurodynamics to Support Oscillatory Associative Memories</a>, G. P. Andrade, M. Ruszinkó, and R. Kozma. In the 2018 International Joint Conference on Neural Networks (<a href="http://www.ecomp.poli.br/~wcci2018/">IJCNN 2018</a>)</p>
</div>
<div class="column right" style="background-color:#ffffff;">
</div>
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<!-- Re-add if I have more affiliations with logos in the future...
<hr>
<h2>Affiliations</h2>
<div class="row">
<div class="affil" style="background-color:#ffffff;">
<a href="https://www.math.umass.edu/">
<img src="umass-seal.gif" alt="UMass Math and Stats" width="20%" height="20%">
</div>
<div class="affil" style="background-color:#ffffff;">
<a href="https://binds.cs.umass.edu/">
<img src="BINDS_logo.png" alt="BINDS Lab" width="50%" height="50%">
</div>
</div>
-->
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