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Small cleanup
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dyukha committed May 10, 2024
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2 changes: 1 addition & 1 deletion index.html
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Expand Up @@ -78,7 +78,7 @@ <h1>Dmitrii Avdiukhin</h1>
<h3>Research interests</h3>
<ul class="w3-ul w3-small">
<li> Convex and nonconvex optimization
<li> Machine learning
<li> Theoretical foundations of machine learning
<li> Hierarchical clustering
<li> Approximation algorithms
<li> Learning Theory
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24 changes: 12 additions & 12 deletions publications.html
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<div class="jumbotron">
<h3>Publications (Including workshops)</h3>
<dl class="row">
<dd class="col-sm-2">ICML 2024<br/> (under review)</dd>
<dd class="col-sm-10">D. Avdiukhin, M. Dinitz, C. Fan, Grigory Yaroslavtsev.
"Approximation Scheme for Weighted Metric Clustering via Sherali-Adams"
</dd>
<dd class="col-sm-2">AAAI 2024</dd>
<dd class="col-sm-10">
D. Avdiukhin,
<a href="https://cs.stanford.edu/~vaggos/">Vaggos Chatziafratis</a>,
<a href="https://konstantin.makarychev.net/">Konstantin Makarychev</a>,
<a href="http://grigory.us">G. Yaroslavtsev</a>.
"Approximation Scheme for Metric Kernel Clustering via Sherali-Adams"
</dd>
<!-- <dd class="col-sm-2">ICML 2024<br/> (under review)</dd>-->
<!-- <dd class="col-sm-10">D. Avdiukhin, M. Dinitz, C. Fan, Grigory Yaroslavtsev.-->
<!-- "Approximation Scheme for Weighted Metric Clustering via Sherali-Adams"-->
<!-- </dd>-->
<dd class="col-sm-2">ICLR 2024</dd>
<dd class="col-sm-10">
<a href="https://web.math.princeton.edu/~nalon/">N. Alon</a>,
Expand All @@ -51,6 +43,14 @@ <h3>Publications (Including workshops)</h3>
<a href="http://grigory.us">G. Yaroslavtsev</a>.
"Optimal Sample Complexity of Contrastive Learning"
</dd>
<dd class="col-sm-2">AAAI 2024</dd>
<dd class="col-sm-10">
D. Avdiukhin,
<a href="https://cs.stanford.edu/~vaggos/">Vaggos Chatziafratis</a>,
<a href="https://konstantin.makarychev.net/">Konstantin Makarychev</a>,
<a href="http://grigory.us">G. Yaroslavtsev</a>.
"Approximation Scheme for Metric Kernel Clustering via Sherali-Adams"
</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"
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2 changes: 2 additions & 0 deletions teaching.html
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<div class="jumbotron">
<h3>Teaching</h3>
<dl class="row">
<dd class="col-sm-2">Spring 2024</dd>
<dd class="col-sm-10"><b>"Design &amp; Analysis of Algorithms"</b>. Northwestern University, COMP_SCI 336. Instructor. </dd>
<dd class="col-sm-2">Winter 2024</dd>
<dd class="col-sm-10"><b>"Design &amp; Analysis of Algorithms"</b>. Northwestern University, COMP_SCI 336. Instructor. </dd>
<dd class="col-sm-2">Fall 2023</dd>
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