Marco Fantozzi

14 papers A 2C 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analyzing RL components for Wagner's framework via Brouwer's conjecture.
Mach. Learn.
Flora Angileri, Giulia Lombardi, Andrea Fois, Renato Faraone, Carlo Metta, Michele Salvi, Luigi Amedeo Bianchi, Marco Fantozzi, Silvia Giulia Galfrè, Daniele Pavesi, Maurizio Parton, Francesco Morandin
2025 J jnl
Exploration and generalization in deep learning with SwitchPath activations.
Mach. Learn.
Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton
2025 J jnl
Increasing biases can be more efficient than increasing weights.
Adv. Data Anal. Classif.
Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Andrea Fois, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin
2024 — conf
A Systematization of the Wagner Framework: Graph Theory Conjectures and Reinforcement Learning.
DS (1)
Flora Angileri, Giulia Lombardi, Andrea Fois, Renato Faraone, Carlo Metta, Michele Salvi, Luigi Amedeo Bianchi, Marco Fantozzi, Silvia Giulia Galfrè, Daniele Pavesi, Maurizio Parton, Francesco Morandin
2024 J jnl
A Systematization of the Wagner Framework: Graph Theory Conjectures and Reinforcement Learning.
CoRR
Flora Angileri, Giulia Lombardi, Andrea Fois, Renato Faraone, Carlo Metta, Michele Salvi, Luigi Amedeo Bianchi, Marco Fantozzi, Silvia Giulia Galfrè, Daniele Pavesi, Maurizio Parton, Francesco Morandin
2024 J jnl
Achieving Predictive Precision: Leveraging LSTM and Pseudo Labeling for Volvo's Discovery Challenge at ECML-PKDD 2024.
CoRR
Carlo Metta, Marco Gregnanin, Andrea Papini, Silvia Giulia Galfrè, Andrea Fois, Francesco Morandin, Marco Fantozzi, Maurizio Parton
2024 — conf
GloNets: Globally Connected Neural Networks.
IDA (1)
Antonio Di Cecco, Carlo Metta, Marco Fantozzi, Francesco Morandin, Maurizio Parton
2024 A conf
Increasing biases can be more efficient than increasing weights.
WACV
Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin
2024 — conf
SwitchPath: Enhancing Exploration in Neural Networks Learning Dynamics.
DS (1)
Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton
2023 J jnl
GloNets: Globally Connected Neural Networks.
CoRR
Antonio Di Cecco, Carlo Metta, Marco Fantozzi, Francesco Morandin, Maurizio Parton
2023 J jnl
Improving Performance in Neural Networks by Dendrites-Activated Connections.
CoRR
Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin
2022 C conf
Score vs. Winrate in Score-Based Games: which Reward for Reinforcement Learning?
ICMLA
Luca Pasqualini, Maurizio Parton, Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta, Marco Fantozzi, Alessandro Marchetti
2020 A conf
SAI: A Sensible Artificial Intelligence That Plays with Handicap and Targets High Scores in 9×9 Go.
ECAI
Francesco Morandin, Gianluca Amato, Marco Fantozzi, Rosa Gini, Carlo Metta, Maurizio Parton
2019 J jnl
SAI: a Sensible Artificial Intelligence that plays with handicap and targets high scores in 9x9 Go (extended version).
CoRR
Francesco Morandin, Gianluca Amato, Marco Fantozzi, Rosa Gini, Carlo Metta, Maurizio Parton