Giovanni Seraghiti

According to our database, Giovanni Seraghiti authored at least 4 papers between 2023 and 2026.

Collaborative distances:

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

2026

Nonnegative Matrix Factorization in the Component-Wise L1 Norm for Sparse Data.

Giovanni Seraghiti, Kévin Dubrulle, Arnaud Vandaele, Nicolas Gillis

CoRR, March, 2026

prunAdag: an adaptive pruning-aware gradient method.

Margherita Porcelli, Giovanni Seraghiti, Philippe L. Toint

Comput. Optim. Appl., January, 2026

2025

An extrapolated and provably convergent algorithm for nonlinear matrix decomposition with the ReLU function.

Nicolas Gillis, Margherita Porcelli, Giovanni Seraghiti

CoRR, March, 2025

2023

Accelerated Algorithms For Nonlinear Matrix Decomposition With The Relu Function.

Giovanni Seraghiti, Atharva Awari, Arnaud Vandaele, Margherita Porcelli, Nicolas Gillis

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023