Olivier Wintenberger

24 papers A* 1A 1B 2Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Geometry-Aware Optimal Transport: Fast Intrinsic Dimension and Wasserstein Distance Estimation.
CoRR
Ferdinand Genans, Olivier Wintenberger
2025 J jnl
Asymptotic Normality of Infinite Centered Random Forests -Application to Imbalanced Classification.
CoRR
Moria Mayala, Erwan Scornet, Charles Tillier, Olivier Wintenberger
2025 B conf
Minimax-optimal and Locally-adaptive Online Nonparametric Regression.
ALT
Paul Liautaud, Pierre Gaillard, Olivier Wintenberger
2024 J jnl
Minimax-optimal and Locally-adaptive Online Nonparametric Regression.
CoRR
Paul Liautaud, Pierre Gaillard, Olivier Wintenberger
2024 J jnl
Online Learning Approach for Survival Analysis.
CoRR
Camila Fernandez, Pierre Gaillard, Joseph De Vilmarest, Olivier Wintenberger
2023 J jnl
Learning from time-dependent streaming data with online stochastic algorithms.
Trans. Mach. Learn. Res.
Antoine Godichon-Baggioni, Nicklas Werge, Olivier Wintenberger
2023 J jnl
Optimistic Dynamic Regret Bounds.
CoRR
Maxime Haddouche, Benjamin Guedj, Olivier Wintenberger
2022 J jnl
Learning from time-dependent streaming data with online stochastic algorithms.
CoRR
Antoine Godichon-Baggioni, Nicklas Werge, Olivier Wintenberger
2021 J jnl
Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Streaming Data.
CoRR
Antoine Godichon-Baggioni, Nicklas Werge, Olivier Wintenberger
2021 J jnl
Recursive Estimation of State-Space Noise Covariance Matrix by Approximate Variational Bayes.
CoRR
Joseph De Vilmarest, Olivier Wintenberger
2021 J jnl
Stochastic Online Convex Optimization; Application to probabilistic time series forecasting.
CoRR
Olivier Wintenberger
2021 J jnl
Stochastic Online Optimization using Kalman Recursion.
J. Mach. Learn. Res.
Joseph De Vilmarest, Olivier Wintenberger
2020 J jnl
Kalman Recursions Aggregated Online.
CoRR
Eric Adjakossa, Yannig Goude, Olivier Wintenberger
2020 J jnl
Stochastic Online Optimization using Kalman Recursion.
CoRR
Joseph De Vilmarest, Olivier Wintenberger
2019 J jnl
Logarithmic Regret for parameter-free Online Logistic Regression.
CoRR
Joseph De Vilmarest, Olivier Wintenberger
2019 J jnl
Sparse regular variation.
CoRR
Nicolas Meyer, Olivier Wintenberger
2018 A* conf
Efficient online algorithms for fast-rate regret bounds under sparsity.
NeurIPS
Pierre Gaillard, Olivier Wintenberger
2018 J jnl
Efficient online algorithms for fast-rate regret bounds under sparsity.
CoRR
Pierre Gaillard, Olivier Wintenberger
2018 — conf
Rule Induction Partitioning Estimator - A New Deterministic Algorithm for Data Dependent Partitioning Estimate.
MLDM (2)
Vincent Margot, Jean-Patrick Baudry, Frédéric Guilloux, Olivier Wintenberger
2018 J jnl
Rule Induction Partitioning Estimator.
CoRR
Vincent Margot, Jean-Patrick Baudry, Frédéric Guilloux, Olivier Wintenberger
2017 B conf
A Strongly Quasiconvex PAC-Bayesian Bound.
ALT
Niklas Thiemann, Christian Igel, Olivier Wintenberger, Yevgeny Seldin
2017 J jnl
Optimal learning with Bernstein online aggregation.
Mach. Learn.
Olivier Wintenberger
2017 A conf
Sparse Accelerated Exponential Weights.
AISTATS
Pierre Gaillard, Olivier Wintenberger
2014 J jnl
Optimal learning with Bernstein Online Aggregation.
CoRR
Olivier Wintenberger