Scholar
Davide Carbone
Google Scholar ID: phYtcDcAAAAJ
École Normale Supérieure, LPENS
Statistical Mechanics
Machine Learning
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Citations & Impact
All-time
Citations
54
H-index
4
i10-index
2
Publications
15
Co-authors
4
list available
Publications
8 items
Distribution-Aware Robust Bilevel Optimization: Quantile-Guided Huber Updates in Two-Timescale Stochastic Approximation
2026
Cited
0
Escaping the Variance Trap: Jacobian-Free Dynamics for Root-Finding Bilevel Optimization
2026
Cited
0
WST-X Series: Wavelet Scattering Transform for Interpretable Speech Deepfake Detection
2026
Cited
0
Efficient Stochastic Optimisation via Sequential Monte Carlo
2026
Cited
0
Wavelet Scattering Transform and Fourier Representation for Offline Detection of Malicious Clients in Federated Learning
2025
Cited
0
Jarzynski Reweighting and Sampling Dynamics for Training Energy-Based Models: Theoretical Analysis of Different Transition Kernels
2025
Cited
0
Learning Latent Variable Models via Jarzynski-adjusted Langevin Algorithm
2025
Cited
0
Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review
2024
Cited
1
Co-authors
4 total
Lamberto Rondoni
Politecnico di Torino
Alessandro Licciardi
PhD Candidate @ Politecnico di Torino, Visiting Research Scholar @Stanford University
Mengjian Hua
Courant Institute of Mathematical Sciences, New York University
Eric Vanden-Eijnden
Courant Institute of Mathematical Sciences NYU
