Paul Balanca

According to our database, Paul Balanca authored at least 6 papers between 2010 and 2025.

Collaborative distances:

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

2025

Elucidating the Design Space of FP4 training.

Robert Hu, Carlo Luschi, Paul Balanca

CoRR, September, 2025

2024

Scalify: scale propagation for efficient low-precision LLM training.

Paul Balanca, Sam Hosegood, Carlo Luschi, Andrew W. Fitzgibbon

CoRR, 2024

Reducing the Cost of Quantum Chemical Data By Backpropagating Through Density Functional Theory.

Alexander Mathiasen, Hatem Helal, Paul Balanca, Adam Krzywaniak, Ali Parviz, Frederik Hvilshøj, Blazej Banaszewski, Carlo Luschi, Andrew William Fitzgibbon

CoRR, 2024

2023

Training and inference of large language models using 8-bit floating point.

Sergio P. Perez, Yan Zhang, James Briggs, Charlie Blake, Josh Levy-Kramer, Paul Balanca, Carlo Luschi, Stephen Barlow, Andrew William Fitzgibbon

CoRR, 2023

Generating QM1B with PySCF_IPU.

Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W. Fitzgibbon, Dominic Masters

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2010

Automatic segmentation of the diaphragm in non-contrast CT images.

Raja P. Yalamanchili, Deepak Roy Chittajallu, Paul Balanca, Balaji Tamarappoo, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010