Dmitrii Avdiukhin

Joined

May 2021

Names

Dmitrii Avdiukhin (Preferred)

Emails

****@iu.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@dmitrii.us (Confirmed)

,

****@northwestern.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Computer Science, Northwestern University (northwestern.edu)

2023 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

Konstantin Makarychev

2023 – 2025

PhD Advisor

Grigory Yaroslavtsev

2017 – 2023

Expertise

No areas of expertise listed

Publications

Tree Learning: Optimal Sample Complexity and Algorithms
Dmitrii Avdiukhin, Grigory Yaroslavtsev, Danny Vainstein, Orr Fischer, Sauman Das, Faraz Mirza
- AAAI
- Readers: Everyone
FIELDING: Clustered Federated Learning with Data Drift
Minghao Li, Dmitrii Avdiukhin, Rana Shahout, Nikita Ivkin, Vladimir Braverman, Minlan Yu
- AISTATS 2026 Poster
- Readers: Everyone
Embedding Dimension of Contrastive Learning and $k$-Nearest Neighbors
Dmitrii Avdiukhin, Vaggos Chatziafratis, Orr Fischer, Grigory Yaroslavtsev
- NeurIPS 2024 poster
- Readers: Everyone
Optimal Sample Complexity of Contrastive Learning
Noga Alon, Dmitrii Avdiukhin, Dor Elboim, Orr Fischer, Grigory Yaroslavtsev
- ICLR 2024 spotlight
- Readers: Everyone
Bidirectional Adaptive Communication for Heterogeneous Distributed Learning
Dmitrii Avdiukhin, Vladimir Braverman, Nikita Ivkin, Sebastian U Stich
- Published: 23 Nov 2022, Last Modified: 17 Jul 2024
- OPT 2022 Poster
- Readers: Everyone
Escaping from Moderately Constrained Saddles
Dmitrii Avdiukhin, Grigory Yaroslavtsev
- Published: 23 Nov 2022, Last Modified: 05 May 2023
- OPT 2022 Poster
- Readers: Everyone
Escaping Saddle Points with Compressed SGD
Dmitrii Avdiukhin, Grigory Yaroslavtsev
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors