Ulysse Marteau-Ferey
5 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Mathematics & Optimization
(3)
Optimization & Theory
(3)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Methods
(1)
Optimization
(1)
Probability
(1)
Keywords
convex optimization
(2)
density estimation
(2)
probabilistic modeling
(1)
logistic regression
(1)
representer theorem
(1)
nonparametric model
(1)
probability distribution
(1)
quantile regression
(1)
stochastic process
(1)
nystrom method
(1)
secure aggregation
(1)
generalized linear model
(1)
non-negative function
(1)
sampling method
(1)
softmax regression
(1)
positive semi-definite model
(1)
bias-variance decomposition
(1)
heteroscedastic regression
(1)
fast rate
(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
NeurIPS 2020
Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance
COLT 2019
Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses
NeurIPS 2019