Ulysse Marteau-Ferey

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Empirical Risk Minimization

Top Venues

Publications

Ulysse Marteau-Ferey, Francis R. Bach, Alessandro Rudi
Second Order Conditions to Decompose Smooth Functions as Sums of Squares. SIAM J. Optim. 34 (1) (2024)
Tanguy Marchand, Régis Loeb, Ulysse Marteau-Ferey, Jean Ogier du Terrail, Arthur Pignet
SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. CoRR (2023)
Tanguy Marchand, Regis Loeb, Ulysse Marteau-Ferey, Jean Ogier du Terrail, Arthur Pignet
SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. ICML (2023)
Ulysse Marteau-Ferey, Francis R. Bach, Alessandro Rudi
Sampling from Arbitrary Functions via PSD Models. AISTATS (2022)
Ulysse Marteau-Ferey, Francis R. Bach, Alessandro Rudi
Sampling from Arbitrary Functions via PSD Models. CoRR (2021)
Ulysse Marteau-Ferey, Francis R. Bach, Alessandro Rudi
Non-parametric Models for Non-negative Functions. CoRR (2020)
Alessandro Rudi, Ulysse Marteau-Ferey, Francis R. Bach
Finding Global Minima via Kernel Approximations. CoRR (2020)
Ulysse Marteau-Ferey, Francis R. Bach, Alessandro Rudi
Non-parametric Models for Non-negative Functions. NeurIPS (2020)
Ulysse Marteau-Ferey, Dmitrii Ostrovskii, Francis R. Bach, Alessandro Rudi
Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance. CoRR (2019)
Ulysse Marteau-Ferey, Francis R. Bach, Alessandro Rudi
Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses. NeurIPS (2019)
Ulysse Marteau-Ferey, Dmitrii Ostrovskii, Francis R. Bach, Alessandro Rudi
Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance. COLT (2019)
Ulysse Marteau-Ferey, Francis R. Bach, Alessandro Rudi
Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses. CoRR (2019)