Anton Vakhrushev

Joined

May 2022

Names

Anton Vakhrushev (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

MS student

Udmurt State University (uni.udm.ru)

2007 – 2012

Advisors, Relations & Conflicts

No relations added

Expertise

Federated Learning

2022 – Present

Gradient Boosting

2021 – Present

AutoML

2018 – 2021

Publications

Exploring New Frontiers in Vertical Federated Learning: the Role of Saddle Point Reformulation
Aleksandr Beznosikov, Georgiy Kormakov, Alexander Grigorievskiy, Mikhail Rudakov, Ruslan Nazykov, Alexander Rogozin, Anton Vakhrushev, Andrey Savchenko, Martin Takáč, Alexander Gasnikov
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems
Leonid Iosipoi, Anton Vakhrushev
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems
Leonid Iosipoi, Anton Vakhrushev
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems
Leonid Iosipoi, Anton Vakhrushev
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- NeurIPS 2022
- Readers: Everyone
LightAutoML: AutoML Solution for a Large Financial Services Ecosystem
Anton Vakhrushev, Alexander Ryzhkov, Maxim Savchenko, Dmitry Simakov, Rinchin Damdinov, Alexander Tuzhilin
- 2021 (modified: 23 Jan 2023)
- CoRR 2021
- Readers: Everyone

Co-Authors