Davide Carbone

11 papers A* 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Stochastic Optimisation via Sequential Monte Carlo.
CoRR
James Cuin, Davide Carbone, Yanbo Tang, O. Deniz Akyildiz
2026 J jnl
WST-X Series: Wavelet Scattering Transform for Interpretable Speech Deepfake Detection.
CoRR
Xi Xuan, Davide Carbone, Ruchi Pandey, Wenxin Zhang, Tomi H. Kinnunen
2025 J jnl
Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review.
Trans. Mach. Learn. Res.
Davide Carbone
2025 J jnl
Jarzynski Reweighting and Sampling Dynamics for Training Energy-Based Models: Theoretical Analysis of Different Transition Kernels.
CoRR
Davide Carbone
2025 J jnl
Wavelet Scattering Transform and Fourier Representation for Offline Detection of Malicious Clients in Federated Learning.
CoRR
Alessandro Licciardi, Davide Leo, Davide Carbone
2024 J jnl
Hitchhiker's guide on Energy-Based Models: a comprehensive review on the relation with other generative models, sampling and statistical physics.
CoRR
Davide Carbone
2024 J jnl
Wavelet Scattering Transform for Bioacustics: Application to Watkins Marine Mammal Sound Database.
CoRR
Davide Carbone, Alessandro Licciardi
2024 J jnl
WhaleNet: A Novel Deep Learning Architecture for Marine Mammals Vocalizations on Watkins Marine Mammal Sound Database.
IEEE Access
Alessandro Licciardi, Davide Carbone
2023 A* conf
Efficient Training of Energy-Based Models Using Jarzynski Equality.
NeurIPS
Davide Carbone, Mengjian Hua, Simon Coste, Eric Vanden-Eijnden
2023 J jnl
Efficient Training of Energy-Based Models Using Jarzynski Equality.
CoRR
Davide Carbone, Mengjian Hua, Simon Coste, Eric Vanden-Eijnden
2020 J jnl
Necessary and Sufficient Conditions for Time Reversal Symmetry in Presence of Magnetic Fields.
Symmetry
Davide Carbone, Lamberto Rondoni