Tommaso Pegolotti

According to our database, Tommaso Pegolotti authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

Fast Entropy Decoding for Sparse MVM on GPUs.

Emil Schätzle, Tommaso Pegolotti, Markus Püschel

CoRR, March, 2026

SPHGen: A Program Generator for Fast Polynomial Hash Functions.

Tommaso Pegolotti, Jan Gilcher, Kenneth G. Paterson, Markus Püschel

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2026

QIGen: A Kernel Generator for Inference on Nonuniformly Quantized Large Language Models.

Tommaso Pegolotti, Dan Alistarh, Markus Püschel

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2026

2023

QIGen: Generating Efficient Kernels for Quantized Inference on Large Language Models.

Tommaso Pegolotti, Elias Frantar, Dan Alistarh, Markus Püschel

CoRR, 2023

SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks.

Mahdi Nikdan, Tommaso Pegolotti, Eugenia Iofinova, Eldar Kurtic, Dan Alistarh

CoRR, 2023

SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge.

Mahdi Nikdan, Tommaso Pegolotti, Eugenia Iofinova, Eldar Kurtic, Dan Alistarh

Proceedings of the International Conference on Machine Learning, 2023

2022

Fast Möbius and Zeta Transforms.

Tommaso Pegolotti, Bastian Seifert, Markus Püschel

CoRR, 2022