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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN"
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<title>Vipul Gupta</title>
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<div class="menu-category">Vipul Gupta</div>
<div class="menu-item"><a href="index.html" class="current">Home</a></div>
<div class="menu-item"><a href="https://people.eecs.berkeley.edu/~vipul_gupta/CV_Vipul.pdf">Brief CV</a></div>
<div class="menu-item"><a href="pubs.html">Publications</a></div>
<div class="menu-category">Miscellaneous</div>
<div class="menu-item"><a href="fun.html">Fun</a></div>
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<h1>Vipul Gupta</h1>
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<img src="tahoe4.jpg" alt="Vipul Gupta" width="200px" /> </td>
<td align="left"><p>PhD student,<br /> <a href="https://eecs.berkeley.edu/">Electrical Engineering and Computer Sciences (EECS)</a>, <br /><a href="https://www.berkeley.edu/">University of California, Berkeley</a><br />
264, Cory Hall, Berkeley, CA-94704 <br />
Phone: +1 510 759 6353 <br />
Email: <i>vipul_gupta</i> [@] berkeley [DOT] edu</p>
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<h2>About me</h2>
<p>I am a final-year graduate student in the department of Electrical Engineering and Computer Sciences (<a href="https://eecs.berkeley.edu/">EECS</a>) where I am working with Profs. <a href="https://people.eecs.berkeley.edu/~kannanr/">Kannan Ramchandran</a>, <a href="https://people.eecs.berkeley.edu/~courtade/">Thomas Courtade</a> and <a href="https://www.stat.berkeley.edu/~mmahoney/">Michael Mahoney</a>.
Before coming to Berkeley, I received Bachelors (with distinction) and Masters in the department of <a href="https://www.iitk.ac.in/ee/">Electrical Engineering</a> from the <a href="http://www.iitk.ac.in">Indian Institute of Technology (IIT) Kanpur</a> in 2015 and 2016, respectively. I've also been an Undergraduate researcher in summers’14 at Syracuse University and at EPFL in summers’15. </p>
<p>I am also a co-organizer of the <a href="http://bliss.eecs.berkeley.edu/Seminar/index.html">BLISS Seminar</a>, talks at which span information theory, machine learning, statistics, control, and optimization. Please send me an email if you are interested in giving a talk.</p>
<p>Feel free to contact me regarding anything that interests you on this site.</p>
<h2>Research</h2>
<p>My research lies at the intersection of</p>
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<li><p>Machine Learning</p>
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<li><p>Cloud Computing</p>
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<li><p>Statistics</p>
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<li><p>Information and Coding Theory</p>
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<p>As a part of my Ph.D., I am happily working on problems that leverage ideas from statistics and information theory to speed-up distributed machine learning on inexpensive cloud-based services. My research is particularly motivated by problems with various practical applications. You can find a list of my publications <a href="pubs.html">here</a>. </p>
<p>During my Ph.D., I have spent the summer and fall of 2020 with the ML infrastructure team at Facebook as a research engineer, where the aim was to develop and implement new techniques to improve the training efficiency of deep recommender models. During the summer of 2019, I was an intern at AI Research at Apple, Cupertino, where I worked on devising algorithms for accelerating distributed training of deep neural networks.</p>
<h2>Links</h2>
<p><a href="https://www.linkedin.com/in/vipul-gupta-1b468a7a/">LinkedIn</a><br />
<a href="https://scholar.google.com/citations?hl=en&user=c1xeyA0AAAAJ">Google Scholar</a><br />
<a href="https://github.com/vvipgupta/">GitHub</a><br /></p>
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