| 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 |
| Learning lines with ordinal constraints B Fan, DI Centurion, N Mohammadi, F Sgherzi, A Sidiropoulos, ... arXiv preprint arXiv:2004.13202, 2020 | 6 | 2020 |
| 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 | 5 | 2022 |
| 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 |
