Hélène Halconruy

According to our database, Hélène Halconruy authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Do Heavy Tails Help Diffusion? On the Subtle Trade-off Between Initialization and Training.

Hamza Cherkaoui, Hélène Halconruy, Antonio Ocello

CoRR, May, 2026

Questioning normality: A study of wavelet leaders distribution.

Wejdene Ben Nasr, Hélène Halconruy, Stéphane Jaffard

Stat. Comput., February, 2026

2025

Learning Upper Lower Value Envelopes to Shape Online RL: A Principled Approach.

Sebastian Reboul, Hélène Halconruy, Randal Douc

CoRR, October, 2025

Adaptive Sample Sharing for Linear Regression.

Hamza Cherkaoui, Hélène Halconruy, Yohan Petetin

CoRR, October, 2025

Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups.

Vladimir R. Kostic, Karim Lounici, Hélène Halconruy, Timothée Devergne, Pietro Novelli, Massimiliano Pontil

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Evolving privacy: drift parameter estimation for discretely observed i.i.d. diffusion processes under LDP.

Chiara Amorino, Arnaud Gloter, Hélène Halconruy

CoRR, 2024

Learning the Infinitesimal Generator of Stochastic Diffusion Processes.

Vladimir Kostic, Hélène Halconruy, Timothée Devergne, Karim Lounici, Massimiliano Pontil

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024