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Milos Nikolic
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 5
Top Topics
Lookup Table
Deep Learning
Dynamic Adaptation
Memory Hierarchy
Top Venues
MLSys
CoRR
ASPLOS (2)
ISCAS
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Publications
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Milos Nikolic
,
Enrique Torres-Sánchez
,
Jiahui Wang
,
Ali Hadi Zadeh
,
Mostafa Mahmoud
,
Ameer Abdelhadi
,
Kareem Ibrahim
,
Andreas Moshovos
Schrodinger's FP Training Neural Networks with Dynamic Floating-Point Containers.
MLSys
(2024)
Milos Nikolic
,
Ghouthi Boukli Hacene
,
Ciaran Bannon
,
Alberto Delmas Lascorz
,
Matthieu Courbariaux
,
Omar Mohamed Awad
,
Isak Edo Vivancos
,
Yoshua Bengio
,
Vincent Gripon
,
Andreas Moshovos
BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization.
ISCAS
(2024)
Alberto Delmas Lascorz
,
Mostafa Mahmoud
,
Ali Hadi Zadeh
,
Milos Nikolic
,
Kareem Ibrahim
,
Christina Giannoula
,
Ameer Abdelhadi
,
Andreas Moshovos
Atalanta: A Bit is Worth a "Thousand" Tensor Values.
ASPLOS (2)
(2024)
Milos Nikolic
,
Enrique Torres-Sánchez
,
Jiahui Wang
,
Ali Hadi Zadeh
,
Mostafa Mahmoud
,
Ameer Abdelhadi
,
Andreas Moshovos
Schrödinger's FP: Dynamic Adaptation of Floating-Point Containers for Deep Learning Training.
CoRR
(2022)
Isak Edo Vivancos
,
Sayeh Sharify
,
Daniel Ly-Ma
,
Ameer Abdelhadi
,
Ciaran Bannon
,
Milos Nikolic
,
Mostafa Mahmoud
,
Alberto Delmas Lascorz
,
Gennady Pekhimenko
,
Andreas Moshovos
Boveda: Building an On-Chip Deep Learning Memory Hierarchy Brick by Brick.
MLSys
(2021)