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Research
Advestis part of R&D Forvis Mazars has been developing and operating ML algorithms
in commercial production since 2013.
Explore our Research below
Rechercher
Stress testing electrical grids: Generative Adversarial Networks for load scenario generation
M. Rizzato, N. Morizet, W. Maréchal and C. Geissler. "Elsevier Energy and AI" 9 (2022).
Advestis
11 juil. 2022
Relevance of Optimized Low-Scale Green H2 Systems in a French Context: Two Case Studies
T. Gronier, W. Maréchal, S. Gibout and C. Geissler. MDPI Energies, 19 May 2022.
Advestis
19 mai 2022
Quadratic Optimization with Constraints in Python using CVXOPT
P. Desforges. Towards Data Science. May, 10th 2022.
Advestis
10 mai 2022
Do You Know the Logical Analysis of Data Methodology (LAD)?
V. Margot. Towards Data Science, April 21st.
Advestis
21 avr. 2022
Mode of Neonatal Delivery Influences the Nutrient Composition of Human Milk
Samuel TM, Thielecke F, Lavalle L, Chen C, Fogel P et al. Front. Nutr. 9:8344394, 2022.
Advestis
25 mars 2022
A2Sign: Agnostic Algorithms for Signatures
G. Boldina, P. Fogel, C. Rocher, C. Bettembourg, G. Luta and F. Augé. Bioinformatics, Volume 38, Issue 4, Pages 1015-1021, 15 February 2022.
Advestis
25 mars 2022
Making use of supercomputers in financial machine learning
P. Cotte, P. Lagier, V. Margot and C. Geissler. arXiv Preprint, March, 1st 2022.
Advestis
1 mars 2022
Model Pruning in Deep Neural Networks Using the Tensorflow API
P. Desforges. Towards Data Science. February, 11th 2022.
Advestis
11 févr. 2022
Four interpretable algorithms that you should use in 2022
V. Margot. Towards Data Science. January, 4th 2022.
Advestis
4 janv. 2022
A Brief Overview of Methods to Explain AI (XAI)
V. Margot. Towards Data Science, November, 26th 2021.
Advestis
26 nov. 2021
A New Method to Compare the Interpretability of Rule-Based Algorithms
V. Margot and G. Luta. MDPI AI 2021.
Advestis
25 nov. 2021
An original method to combine regression estimators in Python.
V. Margot, Towards Data Science, October 27th, 2021.
Advestis
27 oct. 2021
Online Bayesian inference for multiple changepoints and risk assessment
O. Sorba and C. Geissler. Advestis Working Paper, May 2021.
Advestis
31 mai 2021
Speed Cubing for Machine Learning - Episode 3
N. Morizet, Towards Data Science, March 22nd, 2021.
Advestis
22 mars 2021
How to deal with overlapping rules?
V. Margot, Towards Data Science, February 17th, 2021.
Advestis
17 févr. 2021
Consistent Regression using Data-Dependent Coverings
V. Margot, JP. Baudry, F. Guilloux and O. Wintenberger. Electronic Journal of Statistics 15(1)1743 - 1782, 2021.
Advestis
26 janv. 2021
How to choose the best model?
V. Margot, Towards Data Science, December 18th, 2020.
Advestis
18 déc. 2020
How to measure interpretability?
V. Margot, Towards Data Science, November 21st, 2020.
Advestis
21 nov. 2020
Speed Cubing for Machine Learning - Episode 2
N. Morizet, Towards Data Science, November 20th, 2020.
Advestis
20 nov. 2020
Interpretable Algorithms for Regression: Theory and Applications
V. Margot, PhD Thesis, Sorbonne Université, October 2nd, 2020.
Advestis
2 oct. 2020
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