Andrea Papini

According to our database, Andrea Papini authored at least 9 papers between 2023 and 2025.

Collaborative distances:

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

2025

Exploration and generalization in deep learning with SwitchPath activations.

Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton

Mach. Learn., September, 2025

Diffusive behavior of transport noise on S².

Sagy Ephrati, Erik Jansson, Andrea Papini

CoRR, August, 2025

Approximation of the Lévy-driven stochastic heat equation on the sphere.

Annika Lang, Andrea Papini, Verena Schwarz

CoRR, July, 2025

Increasing biases can be more efficient than increasing weights.

Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Andrea Fois, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin

Adv. Data Anal. Classif., June, 2025

2024

Smoluchowski Coagulation Equation with Velocity Dependence.

Franco Flandoli, Ruojun Huang, Andrea Papini

SIAM J. Math. Anal., 2024

Achieving Predictive Precision: Leveraging LSTM and Pseudo Labeling for Volvo's Discovery Challenge at ECML-PKDD 2024.

Carlo Metta, Marco Gregnanin, Andrea Papini, Silvia Giulia Galfrè, Andrea Fois, Francesco Morandin, Marco Fantozzi, Maurizio Parton

CoRR, 2024

Increasing biases can be more efficient than increasing weights.

Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

SwitchPath: Enhancing Exploration in Neural Networks Learning Dynamics.

Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton

Proceedings of the Discovery Science - 27th International Conference, 2024

2023

Improving Performance in Neural Networks by Dendrites-Activated Connections.

Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin

CoRR, 2023