El Maghraoui, Kaoutar

8 publications

NeurIPS 2025 Analog Foundation Models Julian Büchel, Iason Chalas, Giovanni Acampa, An Chen, Omobayode Fagbohungbe, Hsinyu Tsai, Kaoutar El Maghraoui, Manuel Le Gallo, Abbas Rahimi, Abu Sebastian

ICML 2024 A Provably Effective Method for Pruning Experts in Fine-Tuned Sparse Mixture-of-Experts Mohammed Nowaz Rabbani Chowdhury, Meng Wang, Kaoutar El Maghraoui, Naigang Wang, Pin-Yu Chen, Christopher Carothers

NeurIPSW 2024 AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory Computing Julian Büchel, William Andrew Simon, Corey Lammie, Giovanni Acampa, Kaoutar El Maghraoui, Manuel Le Gallo, Abu Sebastian

IJCAI 2024 Medical Neural Architecture Search: Survey and Taxonomy Hadjer Benmeziane, Imane Hamzaoui, Zayneb Cherif, Kaoutar El Maghraoui

NeurIPSW 2024 Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators Hadjer Benmeziane, Corey Lammie, Athanasios Vasilopoulos, Irem Boybat, Manuel Le Gallo, Hsinyu Tsai, Kaoutar El Maghraoui, Abu Sebastian

NeurIPS 2022 Deep Compression of Pre-Trained Transformer Models Naigang Wang, Chi-Chun Liu, Swagath Venkataramani, Sanchari Sen, Chia-Yu Chen, Kaoutar El Maghraoui, Vijayalakshmi Srinivasan, Leland Chang

IJCAI 2021 Hardware-Aware Neural Architecture Search: Survey and Taxonomy Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang

NeurIPS 2020 Ultra-Low Precision 4-Bit Training of Deep Neural Networks Xiao Sun, Naigang Wang, Chia-Yu Chen, Jiamin Ni, Ankur Agrawal, Xiaodong Cui, Swagath Venkataramani, Kaoutar El Maghraoui, Vijayalakshmi Srinivasan, Kailash Gopalakrishnan