Alexandre Noll Marques

17 papers A* 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization. ACL (1) Eldar Kurtic, Alexandre Noll Marques, Shubhra Pandit, Mark Kurtz, Dan Alistarh
2025	J	`jnl`	Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization. CoRR Vage Egiazarian, Roberto L. Castro, Denis Kuznedelev, Andrei Panferov, Eldar Kurtic, Shubhra Pandit, Alexandre Noll Marques, Mark Kurtz, Saleh Ashkboos, Torsten Hoefler, Dan Alistarh
2024	J	`jnl`	"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization. CoRR Eldar Kurtic, Alexandre Noll Marques, Shubhra Pandit, Mark Kurtz, Dan Alistarh
2024	J	`jnl`	Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment. CoRR 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
2023	—	`conf`	oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes. SustaiNLP Daniel Campos, Alexandre Noll Marques, Mark Kurtz, ChengXiang Zhai
2023	J	`jnl`	oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes. CoRR Daniel Campos, Alexandre Noll Marques, Mark Kurtz, ChengXiang Zhai
2022	J	`jnl`	Sparse*BERT: Sparse Models are Robust. CoRR Daniel Campos, Alexandre Noll Marques, Tuan Nguyen, Mark Kurtz, ChengXiang Zhai
2020	J	`jnl`	Treatment of Complex Interfaces for Maxwell's Equations with Continuous Coefficients Using the Correction Function Method. J. Sci. Comput. Yann-Meing Law, Alexandre Noll Marques, Jean-Christophe Nave
2019	J	`jnl`	Imposing jump conditions on nonconforming interfaces for the Correction Function Method: A least squares approach. J. Comput. Phys. Alexandre Noll Marques, Jean-Christophe Nave, Rodolfo Ruben Rosales
2019	J	`jnl`	Multifidelity probability estimation via fusion of estimators. CoRR Boris Kramer, Alexandre Noll Marques, Benjamin Peherstorfer, Umberto Villa, Karen Willcox
2019	J	`jnl`	Multifidelity probability estimation via fusion of estimators. J. Comput. Phys. Boris Kramer, Alexandre Noll Marques, Benjamin Peherstorfer, Umberto Villa, Karen Willcox
2019	J	`jnl`	mfEGRA: Multifidelity Efficient Global Reliability Analysis. CoRR Anirban Chaudhuri, Alexandre Noll Marques, Karen E. Willcox
2018	J	`jnl`	A correction function method for the wave equation with interface jump conditions. J. Comput. Phys. David S. Abraham, Alexandre Noll Marques, Jean-Christophe Nave
2018	A*	`conf`	Contour location via entropy reduction leveraging multiple information sources. NeurIPS Alexandre Noll Marques, Rémi Lam, Karen Willcox
2018	J	`jnl`	Contour location via entropy reduction leveraging multiple information sources. CoRR Alexandre Noll Marques, Rémi R. Lam, Karen E. Willcox
2017	J	`jnl`	High order solution of Poisson problems with piecewise constant coefficients and interface jumps. J. Comput. Phys. Alexandre Noll Marques, Jean-Christophe Nave, Rodolfo Ruben Rosales
2011	J	`jnl`	A Correction Function Method for Poisson problems with interface jump conditions. J. Comput. Phys. Alexandre Noll Marques, Jean-Christophe Nave, Rodolfo Ruben Rosales