Davide Carbone

According to our database, Davide Carbone authored at least 10 papers between 2020 and 2026.

Collaborative distances:

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

2026

WST-X Series: Wavelet Scattering Transform for Interpretable Speech Deepfake Detection.

Xi Xuan, Davide Carbone, Ruchi Pandey, Wenxin Zhang, Tomi H. Kinnunen

CoRR, February, 2026

Efficient Stochastic Optimisation via Sequential Monte Carlo.

James Cuin, Davide Carbone, Yanbo Tang, O. Deniz Akyildiz

CoRR, January, 2026

2025

Wavelet Scattering Transform and Fourier Representation for Offline Detection of Malicious Clients in Federated Learning.

Alessandro Licciardi, Davide Leo, Davide Carbone

CoRR, June, 2025

Jarzynski Reweighting and Sampling Dynamics for Training Energy-Based Models: Theoretical Analysis of Different Transition Kernels.

Davide Carbone

CoRR, June, 2025

Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review.

Davide Carbone

Trans. Mach. Learn. Res., 2025

2024

Hitchhiker's guide on Energy-Based Models: a comprehensive review on the relation with other generative models, sampling and statistical physics.

Davide Carbone

CoRR, 2024

Wavelet Scattering Transform for Bioacustics: Application to Watkins Marine Mammal Sound Database.

Davide Carbone, Alessandro Licciardi

CoRR, 2024

WhaleNet: A Novel Deep Learning Architecture for Marine Mammals Vocalizations on Watkins Marine Mammal Sound Database.

Alessandro Licciardi, Davide Carbone

IEEE Access, 2024

2023

Efficient Training of Energy-Based Models Using Jarzynski Equality.

Davide Carbone, Mengjian Hua, Simon Coste, Eric Vanden-Eijnden

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2020

Necessary and Sufficient Conditions for Time Reversal Symmetry in Presence of Magnetic Fields.

Davide Carbone, Lamberto Rondoni

Symmetry, 2020