Mathieu Guillame-Bert

Researcher, Google

Joined

May 2020

Names

Mathieu Guillame-Bert

Emails

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2016 – Present

Postdoc

Carnegie Mellon University (cmu.edu)

2012 – 2016

PhD student

INRIA (inria.fr)

2009 – 2012

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Generative Forests
Richard Nock, Mathieu Guillame-Bert
- NeurIPS 2024 poster
- Readers: Everyone
Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library
Mathieu Guillame-Bert, Sebastian Bruch, Richard Stotz, Jan Pfeifer
- 2022 (modified: 08 Apr 2023)
- CoRR 2022
- Readers: Everyone
Generative Trees: Adversarial and Copycat
Richard Nock, Mathieu Guillame-Bert
- 2022 (modified: 17 Apr 2023)
- ICML 2022
- Readers: Everyone
Generative Trees: Adversarial and Copycat
Richard Nock, Mathieu Guillame-Bert
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation
Sebastian Bruch, Jan Pfeifer, Mathieu Guillame-Bert
- 2020 (modified: 08 Apr 2023)
- CoRR 2020
- Readers: Everyone
Modeling Text with Decision Forests using Categorical-Set Splits
Mathieu Guillame-Bert, Sebastian Bruch, Petr Mitrichev, Petr Mikheev, Jan Pfeifer
- 2020 (modified: 08 Apr 2023)
- CoRR 2020
- Readers: Everyone
Exact Distributed Training: Random Forest with Billions of Examples
Mathieu Guillame-Bert, Olivier Teytaud
- 2018 (modified: 07 Nov 2022)
- CoRR 2018
- Readers: Everyone
Learning temporal rules to forecast instability in continuously monitored patients.
Mathieu Guillame-Bert, Artur Dubrawski, Donghan Wang, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky
- 2017 (modified: 09 Nov 2022)
- JAMIA2017
- Readers: Everyone
Classification of Time Sequences using Graphs of Temporal Constraints.
Mathieu Guillame-Bert, Artur Dubrawski
- 2017 (modified: 09 Nov 2022)
- J. Mach. Learn. Res.2017
- Readers: Everyone
Learning temporal rules to forecast instability in continuously monitored patients
Mathieu Guillame-Bert, Artur Dubrawski, Donghan Wang, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky
- Published: 01 Jan 2017, Last Modified: 22 May 2023
- J. Am. Medical Informatics Assoc. 2017
- Readers: Everyone

View all 21 publications

Co-Authors