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mlexperimentsgithub2 committed Jul 15, 2023
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Binary file modified Dmitrii_Avdiukhin_CV.pdf
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27 changes: 16 additions & 11 deletions index.html
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Expand Up @@ -54,25 +54,27 @@ <h1>Dmitrii Avdiukhin</h1><br>
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</div>
<div class="col-6 col-sm-9" align="left">
<p class="lead">Ph.D. student, Indiana University (2017-current)</p>
<p class="lead">Advisor: <a href="http://grigory.us">Grigory Yaroslavtsev</a></p>
<p class="lead">Ph.D. student, Indiana University (2017-2023, advisor: <a href="http://grigory.us">Grigory Yaroslavtsev</a>)</p>
<h3>Research interests</h3>
<ul class="w3-ul w3-small">
<li> Convex and nonconvex optimization
<li> Machine learning
<li> Hierarchical clustering
<li> Approximation algorithms
</ul>
</div>
</div>
</center>
<center><h5><span class="rcorners1">
I'm graduating in May 2023 and looking for a postdoc position.
I'm interested in continuous optimization, machine learning, hierarchical clustering and algorithms.
Please contact me if you are interested:<br> davdyukh (at) iu (dot) edu.
<br/>
<a href="Dmitrii_Avdiukhin_CV.pdf">My CV</a> and <a href="Research_Statement.pdf">Research Statement</a>
</span></h5></center>
<br><br>
<br>
<center><div class="col-md-9 col-sm-12"><h5>Starting from September 2023, I am joining Northwestern University as a Postdoctoral Scholar in the Department of Computer Science.</h5></div></center>
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<!-- I'm graduating in May 2023 and looking for a postdoc position.-->
<!-- I'm interested in continuous optimization, machine learning, hierarchical clustering and algorithms.-->
<!-- Please contact me if you are interested:<br> davdyukh (at) iu (dot) edu.-->
<!-- <br/>-->
<!-- <a href="Dmitrii_Avdiukhin_CV.pdf">My CV</a> and <a href="Research_Statement.pdf">Research Statement</a>-->
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<br>


<!-- <h3>Past research interests</h3>-->
Expand All @@ -93,7 +95,7 @@ <h3>Selected Publications</h3>
<a href="https://dblp.org/pid/172/0900.html">O. Fischer</a>,
<a href="https://www.saumandas.com/">S. Das</a>, and
<a href="https://www.linkedin.com/in/faraz-mirza-b8b438209/">F. Mirza</a>.
"Tree Learning: Optimal Algorithms and Sample Complexity"
"Tree Learning: Optimal Algorithms and Sample Complexity" <a href="https://ojs.aaai.org/index.php/AAAI/article/view/25822">[paper]</a>
</dd>
<dd class="col-sm-2">NeurIPS 2021</dd>
<dd class="col-sm-10">D. Avdiukhin., and <a href="http://grigory.us">G. Yaroslavtsev</a>.
Expand Down Expand Up @@ -191,6 +193,9 @@ <h3>Talks and Posters</h3>

<h3>Invited Talks</h3>
<dl class="row">
<dd class="col-2">SIAM OP 2023</dd>
<dd class="col-10">"Escaping Saddle Points with Compressed SGD"</dd>

<dd class="col-2">Google Algorithms Seminar</dd>
<dd class="col-10">"Tree Learning: Optimal Algorithms and Sample Complexity"</dd>

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14 changes: 9 additions & 5 deletions publications.html
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<h3>Publications (Including workshops)</h3>
<dl class="row">
<dd class="col-sm-2">IJCAI 2023<br/> (under review)</dd>
<dd class="col-sm-10">D. Avdiukhin, and <a href="http://grigory.us">G. Yaroslavtsev</a>.
"HOUDINI: Escaping from Moderately Constrained Saddles"
</dd>
<dd class="col-sm-2">ICML 2023<br/> (under review)</dd>
<dd class="col-sm-2">NeurIPS 2023<br/> (under review)</dd>
<dd class="col-sm-10">D. Avdiukhin, Vaggos Chatziafratis, Konstantin Makarychev, Grigory Yaroslavtsev.
"Approximation Scheme for Metric Kernel Clustering via Sherali-Adams"
</dd>
<dd class="col-sm-2">NeurIPS 2023<br/> (under review)</dd>
<dd class="col-sm-10">N. Alon, D. Avdiukhin, D. Elboim, O. Fischer, G. Yaroslavtsev.
"Optimal Sample Complexity of Contrastive Learning"
</dd>
<dd class="col-sm-2">IJCAI 2023</dd>
<dd class="col-sm-10">D. Avdiukhin, and <a href="http://grigory.us">G. Yaroslavtsev</a>.
"HOUDINI: Escaping from Moderately Constrained Saddles"
</dd>
<dd class="col-sm-2">AAAI 2023</dd>
<dd class="col-sm-10">D. Avdiukhin,
<a href="http://grigory.us">G. Yaroslavtsev</a>,
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<div class="jumbotron">
<h3>Teaching</h3>
<dl class="row">
<dd class="col-sm-2">Spring 2023</dd>
<dd class="col-sm-10"><b>"Quantum Computing"</b>. Indiana University, Bloomington, CSCI-B490/B629. Associate Instructor.</dd>
<dd class="col-sm-2">Fall 2022</dd>
<dd class="col-sm-10"><b>"Introduction to Algorithm Design and Analysis"</b> (undergraduate). Indiana University, Bloomington, CSCI-B403. Associate Instructor.</dd>
<dd class="col-sm-2">Fall 2022</dd>
<dd class="col-sm-10"><b>"Introduction to Algorithm Design and Analysis"</b> (undergraduate). Indiana University, Bloomington, CSCI-B403. Associate Instructor.</dd>
<dd class="col-sm-2">Spring 2022</dd>
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