A Correction Function Method for Poisson problems with interface jump conditions. - Alexandre Noll Marques; Jean-Christophe Nave; Rodolfo Ruben Rosales (J. Comput. Phys., 2011)

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)

Contour location via entropy reduction leveraging multiple information sources. - Alexandre Noll Marques; Rémi Lam; Karen Willcox (NeurIPS, 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)

mfEGRA: Multifidelity Efficient Global Reliability Analysis. - Anirban Chaudhuri; Alexandre Noll Marques; Karen E. Willcox (CoRR, 2019)

Multifidelity probability estimation via fusion of estimators. - Boris Kramer; Alexandre Noll Marques; Benjamin Peherstorfer; Umberto Villa; Karen Willcox (J. Comput. Phys., 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)

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)

Sparse*BERT: Sparse Models are Robust. - Daniel Campos; Alexandre Noll Marques; Tuan Nguyen; Mark Kurtz; ChengXiang Zhai (CoRR, 2022)

oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes. - Daniel Campos; Alexandre Noll Marques; Mark Kurtz; ChengXiang Zhai (SustaiNLP, 2023)

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)

"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 (ACL (1), 2025)