Ulysse Marteau-Ferey
5 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (14)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
AISTATS (1)
COLT (1)
ICML (1)
Top co-authors
Keywords
density estimation
(2)
privacy attack
(1)
probabilistic modeling
(1)
convex optimization
(1)
logistic regression
(1)
representer theorem
(1)
probability distribution
(1)
quantile regression
(1)
stochastic process
(1)
nystrom method
(1)
secure aggregation
(1)
generalized linear model
(1)
non-parametric model
(1)
non-negative function
(1)
sampling method
(1)
softmax regression
(1)
positive semi-definite model
(1)
bias-variance decomposition
(1)
heteroscedastic regression
(1)
newton method
(1)
Papers
SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning.
ICML 2023
Sampling from Arbitrary Functions via PSD Models
AISTATS 2022
Non-parametric Models for Non-negative Functions
NIPS 2020
Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses
NIPS 2019
Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance
COLT 2019