Francesco Alemanno

12 papers Journal 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A polynomially accelerated fixed-point iteration for vector problems. CoRR Francesco Alemanno
2025	J	`jnl`	Residual subspace evolution strategies for nonlinear inverse problems. CoRR Francesco Alemanno
2024	J	`jnl`	Hebbian dreaming for small datasets. Neural Networks Elena Agliari, Francesco Alemanno, Miriam Aquaro, Adriano Barra, Fabrizio Durante, Ido Kanter
2024	J	`jnl`	Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism. IEEE Trans. Neural Networks Learn. Syst. Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno
2024	J	`jnl`	Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting. Neural Networks Elena Agliari, Francesco Alemanno, Miriam Aquaro, Alberto Fachechi
2023	J	`jnl`	Hopfield model with planted patterns: A teacher-student self-supervised learning model. Appl. Math. Comput. Francesco Alemanno, Luca Camanzi, Gianluca Manzan, Daniele Tantari
2023	J	`jnl`	Hopfield model with planted patterns: a teacher-student self-supervised learning model. CoRR Francesco Alemanno, Luca Camanzi, Gianluca Manzan, Daniele Tantari
2023	J	`jnl`	Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting. CoRR Elena Agliari, Miriam Aquaro, Francesco Alemanno, Alberto Fachechi
2022	J	`jnl`	Supervised Hebbian learning: toward eXplainable AI. CoRR Francesco Alemanno, Miriam Aquaro, Ido Kanter, Adriano Barra, Elena Agliari
2022	J	`jnl`	The emergence of a concept in shallow neural networks. Neural Networks Elena Agliari, Francesco Alemanno, Adriano Barra, Giordano De Marzo
2020	J	`jnl`	Generalized Guerra's interpolation schemes for dense associative neural networks. Neural Networks Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
2018	J	`jnl`	Dreaming neural networks: rigorous results. CoRR Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi