Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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39 results for Kaoutar El Maghraoui

Ultra-Low Precision 4-bit Training of Deep Neural Networks
- - Xiao Sun
  - Naigang Wang
  - et al.
- 2020
- NeurIPS 2020
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
- - Mohammed Nowaz Rabbani Chowdhury
  - Meng Wang
  - et al.
- 2024
- ICML 2024
Analog AI as a Service: A Cloud Platform for In-Memory Computing
- - Kaoutar El Maghraoui
  - Kim Tran
  - et al.
- 2024
- SSE 2024
Are Large Language Models Good Neural Architecture Generators for Edge?
- - Hadjer Benmeziane
  - Kaoutar El Maghraoui
- 2024
- EDGE 2024
EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation
- - Arnold Asiimwe
  - William Das
  - et al.
- 2024
- EDGE 2024
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
- - Hadjer Benmeziane
  - Corey Lammie
  - et al.
- 2023
- EDGE 2023
FactSheets for Hardware-Aware AI Models: A Case Study of Analog in Memory Computing AI Models
- - Brandon Dominique
  - Kaoutar El Maghraoui
  - et al.
- 2023
- SSE 2023
Deep Compression of Pre-trained Transformer Models
- - Naigang Wang
  - Chi-Chun Liu
  - et al.
- 2022
- NeurIPS 2022
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- - Geoffrey Burr
  - Sidney Tsai
  - et al.
- 2023
- IEDM 2023
IBM Analog Hardware Acceleration Kit
- - Kaoutar El Maghraoui
  - Malte Rasch
- 2021
- ICML 2021