# Gérard Biau

> Ph.D. Université Montpellier II 2000

**Wikidata**: [Q102415953](https://www.wikidata.org/wiki/Q102415953)  
**Wikipedia**: [English](https://en.wikipedia.org/wiki/Gérard_Biau)  
**Source**: https://4ort.xyz/entity/gerard-biau

## Summary
Gérard Biau is a French researcher specializing in machine learning. He is affiliated with Sorbonne University and the French Academy of Sciences, and holds a Ph.D. from Université Montpellier II (2000).

## Biography
- **Nationality:** France
- **Education:** Ph.D., Université Montpellier II (2000); Educated at Mines ParisTech and Montpellier 2 University.
- **Known for:** Contributions to machine learning.
- **Employer(s):** Sorbonne University, French Statistical Society.
- **Field(s):** Machine learning.

## Contributions
Gérard Biau has made significant contributions to the field of machine learning through his research and academic mentorship. As a researcher affiliated with Sorbonne University, he has advanced the scientific study of algorithms and statistical models used for computer systems to perform tasks without explicit instructions. His work has influenced the development of machine learning theory and practice. He has also supervised doctoral students, including Thomas Laloë, Benjamin Guedj, and Clément Levrard, contributing to the next generation of researchers in the field. His affiliation with the French Academy of Sciences underscores the recognition of his scholarly contributions.

## FAQs
### Q: Where did Gérard Biau earn his Ph.D.?
A: Gérard Biau earned his Ph.D. from Université Montpellier II in 2000.

### Q: What is Gérard Biau's primary field of work?
A: Gérard Biau's primary field of work is machine learning.

### Q: Which notable institutions does Gérard Biau currently affiliate with?
A: Gérard Biau is affiliated with Sorbonne University and the French Academy of Sciences.

### Q: Who were Gérard Biau's doctoral students?
A: Gérard Biau's doctoral students include Thomas Laloë, Benjamin Guedj, and Clément Levrard.

## Why They Matter
Gérard Biau matters as a significant figure in the French machine learning community. His affiliation with Sorbonne University places him at a leading academic institution, while his membership in the French Academy of Sciences highlights the high esteem of his scholarly contributions. By supervising doctoral students like Thomas Laloë, Benjamin Guedj, and Clément Levrard, he directly shapes the future of the field through mentorship. His work in advancing machine learning theory and practice contributes to the broader scientific understanding of algorithms and statistical models that enable automated learning systems, impacting numerous applications reliant on these technologies.

## Notable For
- Member of the French Academy of Sciences.
- Member of the Institut Universitaire de France.
- Recipient of the Michel Monpetit Prize.
- Doctoral advisor to Thomas Laloë, Benjamin Guedj, and Clément Levrard.
- Ph.D. from Université Montpellier II (2000).

## Body
### Academic Background
- Holds a Ph.D. from Université Montpellier II, awarded in 2000.
- Doctoral advisor was Alain Berlinet.
- Educated at Mines ParisTech and Montpellier 2 University.

### Professional Affiliations
- Current employer: Sorbonne University.
- Affiliated with the French Statistical Society.
- Member of the Institut Universitaire de France.
- Member of the French Academy of Sciences.

### Doctoral Supervision
- Supervised doctoral students including:
  - Thomas Laloë
  - Benjamin Guedj
  - Clément Levrard

### Recognition
- Received the Michel Monpetit Prize.
- Identified as a researcher in the field of machine learning.
- Holds an IUF member ID (543).

## References

1. Mathematics Genealogy Project
2. Virtual International Authority File
3. National Library of Israel Names and Subjects Authority File