Francesco Sgherzi

According to our database, Francesco Sgherzi authored at least 9 papers between 2020 and 2023.

Collaborative distances:

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

2023

Geometric Algorithms for k-NN Poisoning.

Diego Ihara Centurion, Karine Chubarian, Bohan Fan, Francesco Sgherzi, Thiruvenkadam S. Radhakrishnan, Anastasios Sidiropoulos, Angelo Straight

CoRR, 2023

SpChar: Characterizing the Sparse Puzzle via Decision Trees.

Francesco Sgherzi, Marco Siracusa, Ivan Fernandez, Adrià Armejach, Miquel Moretó

CoRR, 2023

A Tensor Marshaling Unit for Sparse Tensor Algebra on General-Purpose Processors.

Marco Siracusa, Víctor Soria Pardos, Francesco Sgherzi, Joshua Randall, Douglas J. Joseph, Miquel Moretó Planas, Adrià Armejach

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

Analysis and Classification of Event-Related Potentials During Image Observation.

Diego Quattrone, Francesco Santambrogio, Andrea Scarpellini, Francesco Sgherzi, Isabella Poles, Letizia Clementi, Marco Domenico Santambrogio

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

A Mixed Precision, Multi-GPU Design for Large-scale Top-K Sparse Eigenproblems.

Francesco Sgherzi, Alberto Parravicini, Marco D. Santambrogio

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

Solving Large Top-K Graph Eigenproblems with a Memory and Compute-optimized FPGA Design.

Francesco Sgherzi, Alberto Parravicini, Marco Siracusa, Marco D. Santambrogio

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA.

Alberto Parravicini, Francesco Sgherzi, Marco D. Santambrogio

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020

Learning Lines with Ordinal Constraints.

Diego Ihara Centurion, Bohan Fan, Francesco Sgherzi, Anastasios Sidiropoulos

CoRR, 2020

Learning Lines with Ordinal Constraints.

Bohan Fan, Diego Ihara, Neshat Mohammadi, Francesco Sgherzi, Anastasios Sidiropoulos, Mina Valizadeh

Proceedings of the Approximation, 2020