Adeline Fermanian

According to our database¹, Adeline Fermanian authored at least 11 papers between 2020 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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2024

Multivariate Online Linear Regression for Hierarchical Forecasting.

[BibT_eX]

[DOI]

CoRR, 2024

Dynamical Survival Analysis with Controlled Latent States.

[BibT_eX]

[DOI]

CoRR, 2024

Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation.

[BibT_eX]

[DOI]

Sobihan Surendran

Adeline Fermanian

Antoine Godichon-Baggioni

Sylvain Le Corff

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Dynamic Survival Analysis with Controlled Latent States.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

New directions in the applications of rough path theory.

[BibT_eX]

[DOI]

CoRR, 2023

Learning the Dynamics of Sparsely Observed Interacting Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

Functional linear regression with truncated signatures.

[BibT_eX]

[DOI]

Adeline Fermanian

J. Multivar. Anal., 2022

Scaling ResNets in the Large-depth Regime.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Embedding and learning with signatures.

[BibT_eX]

[DOI]

Adeline Fermanian

Comput. Stat. Data Anal., 2021

Framing RNN as a kernel method: A neural ODE approach.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

A Generalised Signature Method for Time Series.

[BibT_eX]

[DOI]

CoRR, 2020

Adeline Fermanian

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