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a/index.html +++ b/index.html @@ -54,25 +54,27 @@

Dmitrii Avdiukhin


width="100%" align="left">
-

Ph.D. student, Indiana University (2017-current)

-

Advisor: Grigory Yaroslavtsev

+

Ph.D. student, Indiana University (2017-2023, advisor: Grigory Yaroslavtsev)

Research interests

  • Convex and nonconvex optimization
  • Machine learning
  • Hierarchical clustering +
  • Approximation algorithms
-
- 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:
davdyukh (at) iu (dot) edu. -
- My CV and Research Statement -
-

+
+
Starting from September 2023, I am joining Northwestern University as a Postdoctoral Scholar in the Department of Computer Science.
+ + + + + + + +
@@ -93,7 +95,7 @@

Selected Publications

O. Fischer, S. Das, and F. Mirza. - "Tree Learning: Optimal Algorithms and Sample Complexity" + "Tree Learning: Optimal Algorithms and Sample Complexity" [paper]
NeurIPS 2021
D. Avdiukhin., and G. Yaroslavtsev. @@ -191,6 +193,9 @@

Talks and Posters

Invited Talks

+
SIAM OP 2023
+
"Escaping Saddle Points with Compressed SGD"
+
Google Algorithms Seminar
"Tree Learning: Optimal Algorithms and Sample Complexity"
diff --git a/publications.html b/publications.html index 6c4eae3..bccb8f1 100644 --- a/publications.html +++ b/publications.html @@ -30,14 +30,18 @@

Publications (Including workshops)

-
IJCAI 2023
(under review)
-
D. Avdiukhin, and G. Yaroslavtsev. - "HOUDINI: Escaping from Moderately Constrained Saddles" -
-
ICML 2023
(under review)
+
NeurIPS 2023
(under review)
D. Avdiukhin, Vaggos Chatziafratis, Konstantin Makarychev, Grigory Yaroslavtsev. "Approximation Scheme for Metric Kernel Clustering via Sherali-Adams"
+
NeurIPS 2023
(under review)
+
N. Alon, D. Avdiukhin, D. Elboim, O. Fischer, G. Yaroslavtsev. + "Optimal Sample Complexity of Contrastive Learning" +
+
IJCAI 2023
+
D. Avdiukhin, and G. Yaroslavtsev. + "HOUDINI: Escaping from Moderately Constrained Saddles" +
AAAI 2023
D. Avdiukhin, G. Yaroslavtsev, diff --git a/teaching.html b/teaching.html index 8ab23cf..fcf5c69 100644 --- a/teaching.html +++ b/teaching.html @@ -30,6 +30,10 @@

Teaching

+
Spring 2023
+
"Quantum Computing". Indiana University, Bloomington, CSCI-B490/B629. Associate Instructor.
+
Fall 2022
+
"Introduction to Algorithm Design and Analysis" (undergraduate). Indiana University, Bloomington, CSCI-B403. Associate Instructor.
Fall 2022
"Introduction to Algorithm Design and Analysis" (undergraduate). Indiana University, Bloomington, CSCI-B403. Associate Instructor.
Spring 2022