Alexandre Noll Marques

According to our database, Alexandre Noll Marques authored at least 12 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization.

Eldar Kurtic, Alexandre Noll Marques, Shubhra Pandit, Mark Kurtz, Dan Alistarh

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment.

Abhinav Agarwalla, Abhay Gupta, Alexandre Noll Marques, Shubhra Pandit, Michael Goin, Eldar Kurtic, Kevin Leong, Tuan Nguyen, Mahmoud Salem, Dan Alistarh, Sean Lie, Mark Kurtz

CoRR, 2024

2023

oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes.

Daniel Campos, Alexandre Noll Marques, Mark Kurtz, ChengXiang Zhai

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

2022

Sparse*BERT: Sparse Models are Robust.

Daniel Campos, Alexandre Noll Marques, Tuan Nguyen, Mark Kurtz, ChengXiang Zhai

CoRR, 2022

2020

Treatment of Complex Interfaces for Maxwell's Equations with Continuous Coefficients Using the Correction Function Method.

Yann-Meing Law, Alexandre Noll Marques, Jean-Christophe Nave

J. Sci. Comput., 2020

2019

Imposing jump conditions on nonconforming interfaces for the Correction Function Method: A least squares approach.

Alexandre Noll Marques, Jean-Christophe Nave, Rodolfo Ruben Rosales

J. Comput. Phys., 2019

Multifidelity probability estimation via fusion of estimators.

Boris Kramer, Alexandre Noll Marques, Benjamin Peherstorfer, Umberto Villa, Karen Willcox

J. Comput. Phys., 2019

mfEGRA: Multifidelity Efficient Global Reliability Analysis.

Anirban Chaudhuri, Alexandre Noll Marques, Karen E. Willcox

CoRR, 2019

2018

A correction function method for the wave equation with interface jump conditions.

David S. Abraham, Alexandre Noll Marques, Jean-Christophe Nave

J. Comput. Phys., 2018

Contour location via entropy reduction leveraging multiple information sources.

Alexandre Noll Marques, Rémi Lam, Karen Willcox

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

High order solution of Poisson problems with piecewise constant coefficients and interface jumps.

Alexandre Noll Marques, Jean-Christophe Nave, Rodolfo Ruben Rosales

J. Comput. Phys., 2017

2011

A Correction Function Method for Poisson problems with interface jump conditions.

Alexandre Noll Marques, Jean-Christophe Nave, Rodolfo Ruben Rosales

J. Comput. Phys., 2011