Maurizio Parton

38 papers A 2B 3C 1Journal 22Unranked 10
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
Deep reinforcement learning for Type 1 Diabetes: Dual PPO controller for personalized insulin management.
Comput. Biol. Medicine
Alessandro Marchetti, Daniele Sasso, Federico D'Antoni, Francesco Morandin, Maurizio Parton, Margherita A. G. Matarrese, Mario Merone
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
2025 — conf
Recurrent Neural Networks for Guiding Proof Search in Propositional Logic.
ICTCS
Gianluca Amato, Nicola Balestra, Marco Maggesi, Maurizio Parton
2024 — conf
A Generative Adversarial Graph Neural Network for Synthetic Time Series Data.
DS (LB)
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
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 — conf
AI for Sustainability: Research at Ud'A Node.
Ital-IA
Gianluca Amato, Alessia Amelio, Luciano Caroprese, Piero Chiacchiaretta, Fabio Fioravanti, Luigi Ippoliti, Maria Chiara Meo, Gianpiero Monaco, Christian Morbidoni, Luca Moscardelli, Maurizio Parton, Francesca Scozzari
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 J jnl
Curious Explorer: A Provable Exploration Strategy in Policy Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Marco Miani, Maurizio Parton, Marco Romito
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
Predicting the Failure of Component X in the Scania Dataset with Graph Neural Networks.
IDA (2)
Maurizio Parton, Andrea Fois, Michelangelo Vegliò, Carlo Metta, Marco Gregnanin
2024 J jnl
Signature-based portfolio allocation: a network approach.
Appl. Netw. Sci.
Marco Gregnanin, Yanyi Zhang, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
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
2023 — conf
Signature-Based Community Detection for Time Series.
COMPLEX NETWORKS (2)
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
2023 J jnl
Signature-Based Community Detection for Time Series.
CoRR
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
2023 — conf
Stock Price Time Series Forecasting Using Dynamic Graph Neural Networks and Attention Mechanism in Recurrent Neural Networks.
PKDD/ECML Workshops (5)
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
2022 J jnl
Artificial intelligence and renegotiation of commercial lease contracts affected by pandemic-related contingencies from Covid-19. The project A.I.A.Co.
CoRR
Maurizio Parton, Marco Angelone, Carlo Metta, Stefania D'Ovidio, Roberta Massarelli, Luca Moscardelli, Gianluca Amato
2022 J jnl
Leela Zero Score: a Study of a Score-based AlphaGo Zero.
CoRR
Luca Pasqualini, Maurizio Parton, Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta
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
2021 J jnl
Curious Explorer: a provable exploration strategy in Policy Learning.
CoRR
Marco Miani, Maurizio Parton, Marco Romito
2020 J jnl
Pseudo Random Number Generation through Reinforcement Learning and Recurrent Neural Networks.
Algorithms
Luca Pasqualini, Maurizio Parton
2020 J jnl
Pseudo Random Number Generation through Reinforcement Learning and Recurrent Neural Networks.
CoRR
Luca Pasqualini, Maurizio Parton
2020 — conf
Pseudo Random Number Generation: a Reinforcement Learning approach.
ANT/EDI40
Luca Pasqualini, Maurizio Parton
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
2020 J jnl
Universal Algebra in UniMath.
CoRR
Gianluca Amato, Marco Maggesi, Maurizio Parton, Cosimo Perini Brogi
2019 J jnl
Pseudo Random Number Generation: a Reinforcement Learning approach.
CoRR
Luca Pasqualini, Maurizio Parton
2019 B conf
SAI a Sensible Artificial Intelligence that plays Go.
IJCNN
Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta, Maurizio Parton, Gian-Carlo Pascutto
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
2018 J jnl
SAI, a Sensible Artificial Intelligence that plays Go.
CoRR
Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta, Maurizio Parton, Gian-Carlo Pascutto
2018 J jnl
The Role of Spin(9) in Octonionic Geometry.
Axioms
Maurizio Parton, Paolo Piccinni
2012 J jnl
Discovering invariants via simple component analysis.
J. Symb. Comput.
Gianluca Amato, Maurizio Parton, Francesca Scozzari
2010 B conf
A Tool Which Mines Partial Execution Traces to Improve Static Analysis.
RV
Gianluca Amato, Maurizio Parton, Francesca Scozzari
2010 B conf
Deriving Numerical Abstract Domains via Principal Component Analysis.
SAS
Gianluca Amato, Maurizio Parton, Francesca Scozzari