A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA A Parravicini, F Sgherzi, MD Santambrogio
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
22 2021 Solving large top-K graph eigenproblems with a memory and compute-optimized FPGA design F Sgherzi, A Parravicini, M Siracusa, MD Santambrogio
2021 IEEE 29th Annual International Symposium on Field-Programmable Custom …, 2021
7 2021 A mixed precision, multi-gpu design for large-scale top-k sparse eigenproblems F Sgherzi, A Parravicini, MD Santambrogio
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 1259-1263, 2022
6 2022 Learning lines with ordinal constraints B Fan, DI Centurion, N Mohammadi, F Sgherzi, A Sidiropoulos, ...
arXiv preprint arXiv:2004.13202, 2020
6 2020 Robust mahalanobis metric learning via geometric approximation algorithms D Ihara, N Mohammadi, F Sgherzi, A Sidiropoulos
arXiv preprint arXiv:1905.09989, 2019
3 * 2019 Geometric Algorithms for -NN Poisoning DI Centurion, K Chubarian, B Fan, F Sgherzi, TS Radhakrishnan, ...
arXiv preprint arXiv:2306.12377, 2023
1 2023 A Tensor Marshaling Unit for Sparse Tensor Algebra on General-Purpose Processors M Siracusa, V Soria-Pardos, F Sgherzi, J Randall, DJ Joseph, ...
Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023
2023 Analysis and Classification of Event-Related Potentials During Image Observation D Quattrone, F Santambrogio, A Scarpellini, F Sgherzi, I Poles, L Clementi, ...
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023 Geometric Algorithms for -NN Poisoning D Ihara Centurion, K Chubarian, B Fan, F Sgherzi, TS Radhakrishnan, ...
arXiv e-prints, arXiv: 2306.12377, 2023
2023 SpChar: Characterizing the Sparse Puzzle via Decision Trees F Sgherzi, M Siracusa, I Fernandez, A Armejach, M Moretó
arXiv preprint arXiv:2304.06944, 2023
2023 Algorithms for Ordinal Learning of Line Metric Spaces F Sgherzi
University of Illinois at Chicago, 2021
2021 FPGA hardware designs to solve the top-K sparse eigenproblem F Sgherzi
2020 ROBUST MAHALANOBIS METRIC LEARNING VIA GEOMETRIC APPROXIMATION ALGORITHMS DI Centurion, N Mohammadi, F Sgherzi, A Sidiropoulos
arXiv preprint arXiv:1905.09989, 2019
2019