Kaoutar El Maghraoui
5 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
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)
model size
(1)
structural sparsity
(1)
edge device deployment
(1)
fine-tuned model
(1)
hardware-aware design
(1)
transformer model
(1)
gradient scaling
(1)
sparse mixture-of-experts
(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
NeurIPS 2022
Hardware-Aware Neural Architecture Search: Survey and Taxonomy
IJCAI 2021
Ultra-Low Precision 4-bit Training of Deep Neural Networks
NeurIPS 2020