Kaoutar El Maghraoui
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
IJCAI (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
neural architecture search
(2)
medical imaging
(1)
knowledge distillation
(1)
deep learning
(1)
neural network optimization
(1)
efficient computing
(1)
energy efficiency
(1)
deep learning model
(1)
latency constraint
(1)
low precision training
(1)
model efficiency
(1)
structural sparsity
(1)
edge device deployment
(1)
hardware-aware design
(1)
transformer model
(1)
gradient scaling
(1)
model compression
(1)
automated neural network design
(1)
Papers
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
ICML 2024
Medical Neural Architecture Search: Survey and Taxonomy
IJCAI 2024
Deep Compression of Pre-trained Transformer Models
NIPS 2022
Hardware-Aware Neural Architecture Search: Survey and Taxonomy
IJCAI 2021
Ultra-Low Precision 4-bit Training of Deep Neural Networks
NIPS 2020