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Ivan Ilin
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Image Compression
Asynchronous Communication
Gradient Direction
Rule Selection
Top Venues
CoRR
DistributedML@CoNEXT
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Publications
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Vladimir Malinovskii
,
Denis Mazur
,
Ivan Ilin
,
Denis Kuznedelev
,
Konstantin Burlachenko
,
Kai Yi
,
Dan Alistarh
,
Peter Richtárik
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression.
CoRR
(2024)
Alexander Tyurin
,
Marta Pozzi
,
Ivan Ilin
,
Peter Richtárik
Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity.
CoRR
(2024)
Jihao Xin
,
Ivan Ilin
,
Shunkang Zhang
,
Marco Canini
,
Peter Richtárik
Kimad: Adaptive Gradient Compression with Bandwidth Awareness.
DistributedML@CoNEXT
(2023)
Jihao Xin
,
Ivan Ilin
,
Shunkang Zhang
,
Marco Canini
,
Peter Richtárik
Kimad: Adaptive Gradient Compression with Bandwidth Awareness.
CoRR
(2023)