Charbel Sakr
5 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(7)
🐝
Cross-Pollinator
(13)
Conferences
ICLR (2)
ICML (2)
NIPS (1)
Top co-authors
Keywords
model compression
(3)
dimensionality reduction
(1)
model quantization
(1)
matrix factorization
(1)
optimal transport
(1)
neural network optimization
(1)
gradient estimation
(1)
tensor decomposition
(1)
deep neural network
(1)
quantization-aware training
(1)
magnitude-aware differentiation
(1)
clipping threshold
(1)
newton-raphson method
(1)
low precision
(1)
large language model
(1)
network quantization
(1)
numerical precision
(1)
Papers
ESPACE: Dimensionality Reduction of Activations for Model Compression
NIPS 2024
Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training
ICML 2022
Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks
ICLR 2019
Per-Tensor Fixed-Point Quantization of the Back-Propagation Algorithm
ICLR 2019
Analytical Guarantees on Numerical Precision of Deep Neural Networks
ICML 2017