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Ulysse Marteau-Ferey

Finding global minima via kernel approximations
2024 · Alessandro Rudi, Ulysse Marteau-Ferey, et al. · Mathematical Programming · 43
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Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance
2019 · Marteau-Ferey, Ulysse, Ostrovskii, Dmitrii, et al. · arXiv (Cornell University) · 30
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Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses
2019 · Marteau-Ferey, Ulysse, Bach, Francis, et al. · arXiv (Cornell University) · 18
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Non-parametric Models for Non-negative Functions
2020 · Marteau-Ferey, Ulysse, Bach, Francis, et al. · arXiv (Cornell University) · 16
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FedPyDESeq2: a federated framework for bulk RNA-seq differential expression analysis
2024 · Boris Muzellec, Ulysse Marteau-Ferey, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 4
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Second Order Conditions to Decompose Smooth Functions as Sums of Squares
2024 · Ulysse Marteau-Ferey, Francis Bach, et al. · SIAM Journal on Optimization · 4
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SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning
2023 · Marchand, Tanguy, Loeb, Régis, et al. · arXiv (Cornell University) · 2
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Sampling from Arbitrary Functions via PSD Models
2021 · Marteau-Ferey, Ulysse, Bach, Francis, et al. · arXiv (Cornell University) · 2
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Training language models in simulation for psychiatric intake
2026 · Schmidgall, Samuel, Strother, Tim, et al. · arXiv (Cornell University)
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Modelling functions with kernels : from logistic regression to global optimisation
2022 · Ulysse Marteau-Ferey · theses.fr (ABES)
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Works count: 10
Citation count: 119
H-index: 4
I10-index: 4
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