Maximilian L. Croci

According to our database, Maximilian L. Croci authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Pyramid Vector Quantization for LLMs.

Tycho F. A. van der Ouderaa, Maximilian L. Croci, Agrin Hilmkil, James Hensman

CoRR, 2024

QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs.

Saleh Ashkboos, Amirkeivan Mohtashami, Maximilian L. Croci, Bo Li, Martin Jaggi, Dan Alistarh, Torsten Hoefler, James Hensman

CoRR, 2024

QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs.

Saleh Ashkboos, Amirkeivan Mohtashami, Maximilian L. Croci, Bo Li, Pashmina Cameron, Martin Jaggi, Dan Alistarh, Torsten Hoefler, James Hensman

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

SliceGPT: Compress Large Language Models by Deleting Rows and Columns.

Saleh Ashkboos, Maximilian L. Croci, Marcelo Gennari Do Nascimento, Torsten Hoefler, James Hensman

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2021

Online parameter inference for the simulation of a Bunsen flame using heteroscedastic Bayesian neural network ensembles.

Maximilian L. Croci, Ushnish Sengupta, Matthew P. Juniper

CoRR, 2021

Data Assimilation Using Heteroscedastic Bayesian Neural Network Ensembles for Reduced-Order Flame Models.

Maximilian L. Croci, Ushnish Sengupta, Matthew P. Juniper

Proceedings of the Computational Science - ICCS 2021, 2021

2020

Real-time parameter inference in reduced-order flame models with heteroscedastic Bayesian neural network ensembles.

Ushnish Sengupta, Maximilian L. Croci, Matthew P. Juniper

CoRR, 2020