Kaoutar El Maghraoui

Principal Research Staff Member, International Business Machines

Joined

May 2021

Names

Kaoutar El Maghraoui (Preferred)

Emails

****@us.ibm.com (Confirmed)

Personal Links

Career & Education History

Principal Research Staff Member

International Business Machines (ibm.com)

2019 – Present

Research Staff Member

International Business Machines (ibm.com)

2007 – 2019

PhD student

Rensselaer Polytechnic Institute (rpi.edu)

2002 – 2007

Advisors, Relations & Conflicts

No relations added

Expertise

Deep Learning

AI Hardware

Distributed Computing

Cloud Computing

Present

Publications

Efficient Quantization of Mixture-of-Experts with Theoretical Generalization Guarantees
Mohammed Nowaz Rabbani Chowdhury, Kaoutar El Maghraoui, Hsinyu Tsai, Naigang Wang, Geoffrey W. Burr, Liu Liu, Meng Wang
- ICLR 2026 Poster
- Readers: Everyone
Advancing Fluorescence Detection and Ranging in Scattering Media with Mixture-of-Experts and Evidential Critics
Ismail Erbas, Ferhat Demirkiran, Karthik Swaminathan, Naigang Wang, Navid Ibtehaj Nizam, Nanxue Yuan, Saif Ragab, Luis Chavez, Kaoutar El Maghraoui, Xavier Intes, Vikas Pandey
- NeurIPS 2025 Workshop Imageomics
- Readers: Everyone
Efficient Graph Neural Architecture Search for Medical Imaging in Real-World Clinical Settings
Hadjer Benmeziane, Abderaouf GACEM, Kaoutar El Maghraoui, Sara Benmeziane
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
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
- NeurIPS 2025 poster
- Readers: Everyone
ModelOps: Cloud-based Lifecycle Management for Reliable and Trusted AI
Anupama Murthi, Vinod Muthusamy, Parijat Dube, Kaoutar El Maghraoui
- 2019 IEEE International Conference on Cloud Engineering (IC2E)
- Readers: Everyone
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
- MLNCP Poster
- Readers: Everyone
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
- MLNCP Poster
- Readers: Everyone
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
- ICML 2024 Poster
- Readers: Everyone
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation
Imane Hamzaoui, Hadjer Benmeziane, Zayneb Cherif, Kaoutar El Maghraoui
- Tiny Papers @ ICLR 2024 Notable
- Readers: Everyone
Pareto Rank-Preserving Supernetwork for HW-NAS
Hadjer Benmeziane, Hamza Ouarnoughi, Smail Niar, Kaoutar El Maghraoui
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

View all 11 publications

Co-Authors

View all 45 co-authors