Carlo Luschi

According to our database, Carlo Luschi authored at least 22 papers between 1996 and 2024.

Collaborative distances:

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

2024

The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models.

Alberto Cattaneo, Stephen Bonner, Thomas Martynec, Carlo Luschi, Ian P. Barrett, Daniel Justus

CoRR, 2024

u-μP: The Unit-Scaled Maximal Update Parametrization.

Charlie Blake, Constantin Eichenberg, Josef Dean, Lukas Balles, Luke Y. Prince, Björn Deiseroth, Andrés Felipe Cruz-Salinas, Carlo Luschi, Samuel Weinbach, Douglas Orr

CoRR, 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

SparQ Attention: Bandwidth-Efficient LLM Inference.

Luka Ribar, Ivan Chelombiev, Luke Hudlass-Galley, Charlie Blake, Carlo Luschi, Douglas Orr

Proceedings of the Forty-first International Conference on Machine Learning, 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

Unit Scaling: Out-of-the-Box Low-Precision Training.

Charlie Blake, Douglas Orr, Carlo Luschi

Proceedings of the International Conference on Machine Learning, 2023

2022

BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph Completion.

Alberto Cattaneo, Daniel Justus, Harry Mellor, Douglas Orr, Jérôme Maloberti, Zhenying Liu, Thorin Farnsworth, Andrew W. Fitzgibbon, Blazej Banaszewski, Carlo Luschi

CoRR, 2022

8-bit Numerical Formats for Deep Neural Networks.

Badreddine Noune, Philip Jones, Daniel Justus, Dominic Masters, Carlo Luschi

CoRR, 2022

2021

Towards Structured Dynamic Sparse Pre-Training of BERT.

Anastasia Dietrich, Frithjof Gressmann, Douglas Orr, Ivan Chelombiev, Daniel Justus, Carlo Luschi

CoRR, 2021

GroupBERT: Enhanced Transformer Architecture with Efficient Grouped Structures.

Ivan Chelombiev, Daniel Justus, Douglas Orr, Anastasia Dietrich, Frithjof Gressmann, Alexandros Koliousis, Carlo Luschi

CoRR, 2021

Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training.

Dominic Masters, Antoine Labatie, Zach Eaton-Rosen, Carlo Luschi

CoRR, 2021

Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence.

Antoine Labatie, Dominic Masters, Zach Eaton-Rosen, Carlo Luschi

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Parallel Training of Deep Networks with Local Updates.

Michael Laskin, Luke Metz, Seth Nabarrao, Mark Saroufim, Badreddine Noune, Carlo Luschi, Jascha Sohl-Dickstein, Pieter Abbeel

CoRR, 2020

Improving Neural Network Training in Low Dimensional Random Bases.

Frithjof Gressmann, Zach Eaton-Rosen, Carlo Luschi

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Revisiting Small Batch Training for Deep Neural Networks.

Dominic Masters, Carlo Luschi

CoRR, 2018

2005

Estimation of the output error statistics of space-time equalization in an antenna array EGPRS receiver with soft-decision decoding.

Carlo Luschi, Bernard Mulgrew

IEEE Trans. Wirel. Commun., 2005

2003

Nonparametric trellis equalization in the presence of non-Gaussian interference.

Carlo Luschi, Bernard Mulgrew

IEEE Trans. Commun., 2003

2000

Advanced signal-processing algorithms for energy-efficient wireless communications.

Carlo Luschi, Magnus Sandell, Paul Strauch, Jian-Jun Wu, Costel Ilas, Ping-Wen Ong, Romain Baeriswyl, Frederic Battaglia, Spyros Karageorgis, Ran-Hong Yan

Proc. IEEE, 2000

1999

Low complexity source controlled channel decoding in a GSM system.

Paul Strauch, Carlo Luschi, Magnus Sandell, Ran Yan

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1996

Joint clock recovery and baseband combining for the diversity radio channel.

Franco Guglielmi, Carlo Luschi, Arnaldo Spalvieri

IEEE Trans. Commun., 1996