Héctor Climente-González

According to our database, Héctor Climente-González authored at least 7 papers between 2019 and 2023.

Collaborative distances:

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

2023

FsNet: Feature Selection Network on High-dimensional Biological Data.

Dinesh Singh, Héctor Climente-González, Mathis Petrovich, Eiryo Kawakami, Makoto Yamada

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Feature screening with kernel knockoffs.

Benjamin Poignard, Peter J. Naylor, Héctor Climente-González, Makoto Yamada

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Boosting GWAS using biological networks: A study on susceptibility to familial breast cancer.

Héctor Climente-González, Christine Lonjou, Fabienne Lesueur, GENESIS study group, Dominique Stoppa-Lyonnet, Nadine Andrieu, Chloé-Agathe Azencott

PLoS Comput. Biol., 2021

Post-selection inference with HSIC-Lasso.

Tobias Freidling, Benjamin Poignard, Héctor Climente-González, Makoto Yamada

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Études d'association génome entier guidées par des réseaux. (Network-guided genome-wide association studies).

Héctor Climente-González

PhD thesis, 2020

Network Aggregation to Enhance Results Derived from Multiple Analytics.

Diane Duroux, Héctor Climente-González, Lars Wienbrandt, Kristel Van Steen

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

2019

Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data.

Héctor Climente-González, Chloé-Agathe Azencott, Samuel Kaski, Makoto Yamada

Bioinform., 2019