Mathieu Guillame-Bert

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 13

Top Venues

CoRR

KDD

J. Mach. Learn. Res.

J. Am. Medical Informatics Assoc.

Grenoble Alpes University, France (PHD)

Education History

Grenoble Alpes University, France

PHD

Publications

Mathieu Guillame-Bert, Sebastian Bruch, Richard Stotz, Jan Pfeifer
Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library. KDD (2023)
Richard Nock, Mathieu Guillame-Bert
Generative Forests. CoRR (2023)
Mathieu Guillame-Bert, Sebastian Bruch, Richard Stotz, Jan Pfeifer
Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library. CoRR (2022)
Richard Nock, Mathieu Guillame-Bert
Generative Trees: Adversarial and Copycat. ICML (2022)
Richard Nock, Mathieu Guillame-Bert
Generative Trees: Adversarial and Copycat. CoRR (2022)
Mathieu Guillame-Bert, Sebastian Bruch, Petr Mitrichev, Petr Mikheev, Jan Pfeifer
Modeling Text with Decision Forests using Categorical-Set Splits. CoRR (2020)
Sebastian Bruch, Jan Pfeifer, Mathieu Guillame-Bert
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation. CoRR (2020)
Mathieu Guillame-Bert, Olivier Teytaud
Exact Distributed Training: Random Forest with Billions of Examples. CoRR (2018)
Mathieu Guillame-Bert, Artur Dubrawski, Donghan Wang, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky
Learning temporal rules to forecast instability in continuously monitored patients. J. Am. Medical Informatics Assoc. 24 (1) (2017)
Mathieu Guillame-Bert, Artur Dubrawski
Classification of Time Sequences using Graphs of Temporal Constraints. J. Mach. Learn. Res. 18 (2017)
Reuben M. Aronson, Ankit Bhatia, Zhenzhong Jia, Mathieu Guillame-Bert, David Bourne, Artur Dubrawski, Matthew T. Mason
Data-Driven Classification of Screwdriving Operations. ISER (2016)
Mathieu Guillame-Bert
Honey: A dataflow programming language for the processing, featurization and analysis of multivariate, asynchronous and non-uniformly sampled scalar symbolic time sequences. CoRR (2016)
Mathieu Guillame-Bert, Artur Dubrawski
Batched Lazy Decision Trees. CoRR (2016)
Mathieu Guillame-Bert, James L. Crowley
Planning with Inaccurate Temporal Rules. ICTAI (2012)
Mathieu Guillame-Bert, James L. Crowley
Learning Temporal Association Rules on Symbolic Time Sequences. ACML (2012)
Mathieu Guillame-Bert, James L. Crowley
New Approach on Temporal Data Mining for Symbolic Time Sequences: Temporal Tree Associate Rules. ICTAI (2011)
Mathieu Guillame-Bert, Krysia Broda, Artur S. d'Avila Garcez
First-order logic learning in Artificial Neural Networks. IJCNN (2010)

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Publication Activity (10 Years)

Top Topics

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Mathieu Guillame-Bert