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Artem Agafonov
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 5
Top Topics
Stochastic Optimization
Learning Models
Sensor Noise
Ground Truth
Top Venues
CoRR
CDC
MOTOR
Optim. Methods Softw.
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Publications
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Asma Ahmed Hashmi
,
Artem Agafonov
,
Aigerim Zhumabayeva
,
Mohammad Yaqub
,
Martin Takác
In Quest of Ground Truth: Learning Confident Models and Estimating Uncertainty in the Presence of Annotator Noise.
CoRR
(2023)
Artem Agafonov
,
Brahim Erraji
,
Martin Takác
FLECS-CGD: A Federated Learning Second-Order Framework via Compression and Sketching with Compressed Gradient Differences.
CoRR
(2022)
Artem Agafonov
,
Pavel E. Dvurechensky
,
Gesualdo Scutari
,
Alexander V. Gasnikov
,
Dmitry Kamzolov
,
Aleksandr Lukashevich
,
Amir Daneshmand
An Accelerated Second-Order Method for Distributed Stochastic Optimization.
CDC
(2021)
Fedor S. Stonyakin
,
Alexander Tyurin
,
Alexander V. Gasnikov
,
Pavel E. Dvurechensky
,
Artem Agafonov
,
Darina Dvinskikh
,
Mohammad S. Alkousa
,
Dmitry Pasechnyuk
,
Sergei Artamonov
,
Victoria V. Piskunova
Inexact model: a framework for optimization and variational inequalities.
Optim. Methods Softw.
36 (6) (2021)
Fedor S. Stonyakin
,
Darina Dvinskikh
,
Pavel E. Dvurechensky
,
Alexey Kroshnin
,
Olesya Kuznetsova
,
Artem Agafonov
,
Alexander V. Gasnikov
,
Alexander Tyurin
,
César A. Uribe
,
Dmitry Pasechnyuk
,
Sergei Artamonov
Gradient Methods for Problems with Inexact Model of the Objective.
MOTOR
(2019)