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
28 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
8 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
7 2022 Learning lines with ordinal constraints B Fan, DI Centurion, N Mohammadi, F Sgherzi, A Sidiropoulos, ...
arXiv preprint arXiv:2004.13202, 2020
7 2020 A mess of memory system benchmarking, simulation and application profiling P Esmaili-Dokht, F Sgherzi, VS Girelli, I Boixaderas, M Carmin, A Monemi, ...
2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO), 136-152, 2024
5 2024 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
4 2023 Robust mahalanobis metric learning via geometric approximation algorithms D Ihara, N Mohammadi, F Sgherzi, A Sidiropoulos
arXiv preprint arXiv:1905.09989, 2019
3 * 2019 Spchar: Characterizing the sparse puzzle via decision trees F Sgherzi, M Siracusa, I Fernandez, A Armejach, M Moretó
Journal of Parallel and Distributed Computing 192, 104941, 2024
2 2024 Geometric Algorithms for DI Centurion, K Chubarian, B Fan, F Sgherzi, TS Radhakrishnan, ...
arXiv preprint arXiv:2306.12377, 2023
2 2023 Case Studies on the Impact and Challenges of Heterogeneous NUMA Architectures for HPC L Zaourar, M Benazouz, A Mouhagir, C Falquez, A Portero, N Ho, ...
International Conference on Architecture of Computing Systems, 251-265, 2024
1 2024 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 D Ihara Centurion, K Chubarian, B Fan, F Sgherzi, TS Radhakrishnan, ...
arXiv e-prints, arXiv: 2306.12377, 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