NEC orchestrating a brighter world
NEC Laboratories Europe

People
Dr. Pierre Machart

Senior Research Scientist

Group Involvement, NEC Laboratories Europe

Biomedical AI Group

Research Interests

Statistical Machine Learning
Deep Generative Models
Biomedical Applications

Publications

  • Sergio Oller-Moreno, Karin Kloiber, Pierre Machart, Stefan Bonn. Algorithmic advances in Machine Learning for single-cell expression analysis. Current Opinion in Systems Biology, 2021.
  • Pierre Machart, Mohamed Marouf, Vikas Bansal, Christoph Kilian, Daniel Magruder, Christian Krebs, Stefan Bonn. Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks. Nature Communications, 2020.
  • Rémi Gribonval, Pierre Machart. Reconciling “priors” and “priors” without prejudice?. Advances in Neural Information Processing Systems (NeurIPS), 2013.
  • Pierre Machart, Thomas Peel, Liva Ralaivola, Sandrine Anthoine, Hervé Glotin. Stochastic low-rank kernel learning for regression. International Conference on Machine Learning (ICML), 2011.

Connections

Google Scholar:    scholar.google.com/citations
LinkedIn:www.linkedin.com/in/pierre-machart/

  

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