Dmitry Kamzolov
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Dmitry Kamzolov
@kamzolovdmitry.bsky.social
23 followers 49 following 4 posts
Researcher in TSE, Toulouse, France.
Optimization in ML, Second-Order and Quasi-Newton methods. http://kamzolov-opt.github.io
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kamzolovdmitry.bsky.social
This is joint work with Artem Agafonov, Dmitry Pasechnyuk, Alexander Gasnikov, and Martin Takáč.

The library is available by pip install OPTAMI.

ℹ️ Info: iclr.cc/virtual/2025...
📎 Paper: openreview.net/pdf?id=Cpr6W...
🔗 Github: github.com/OPTAMI/OPTAMI
GitHub - OPTAMI/OPTAMI: This package is dedicated to high-order optimization methods. All the methods can be used similarly to standard PyTorch optimizers.
This package is dedicated to high-order optimization methods. All the methods can be used similarly to standard PyTorch optimizers. - OPTAMI/OPTAMI
github.com
April 24, 2025 at 12:42 AM
kamzolovdmitry.bsky.social
Info: neurips.cc/virtual/2024...

Paper: openreview.net/pdf?id=uvFDa...

This is joint work with Artem Agafonov, Petr Ostroukhov, Roman Mozhaev, Konstantin Yakovlev, Eduard Gorbunov, Martin Takáč, Alexander Gasnikov
NeurIPS Poster Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton ApproximationsNeurIPS 2024
neurips.cc
December 11, 2024 at 7:44 PM