Publications

42 results for Kaoutar El Maghraoui

How to Model the Training and Inference of Analog-Based In-Memory Computing (AIMC) Systems
- - Corey Liam Lammie
  - Manuel Le Gallo
  - et al.
- 2024
- ISCAS 2024
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- - Geoffrey Burr
  - Sidney Tsai
  - et al.
- 2023
- IEDM 2023
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference
- - Manuel Le Gallo
  - Corey Liam Lammie
  - et al.
- 2023
- APL Mach. Learn.
Scaling Foundation Models: Paving the Future Path for Enterprise AI
- - Kaoutar El Maghraoui
- 2023
- IEEE ADACIS 2023
Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search
- - Hadjer Benmeziane
  - Kaoutar El Maghraoui
  - et al.
- 2023
- ECAI 2023
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
Multi-objective Hardware-Aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models
- - Hadjer Benmeziane
  - Hamza Ouarnoughi
  - et al.
- 2023
- ACM TACO
5th IBM IEEE CAS/EDS AI Compute Symposium (AICS'22) [Education]
- - Rajiv Joshi
  - Kaoutar El Maghraoui
  - et al.
- 2023
- IEEE Circuits and Systems Magazine
Deep Compression of Pre-trained Transformer Models
- - Naigang Wang
  - Chi-Chun Liu
  - et al.
- 2022
- NeurIPS 2022