Gérard Biau
17 papers
· 2008–2025
· 5 conferences
· across top CS/AI conferences
Achievements
🧭
Keyword Pioneer
🏃
Academic Marathon
(17)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(5)
🗺️
Taxonomy Completionist
(23)
🏆
Keyword Champion
(2)
📈
Trend Setter
💎
Century Club
(17)
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(57)
Conferences
JMLR (8)
AISTATS (4)
COLT (2)
ICLR (2)
NIPS (1)
Top co-authors
Keywords
random forest
(5)
kernel regression
(2)
convergence rate
(2)
partial differential equation
(2)
wasserstein gan
(2)
regularized risk
(1)
feature selection
(1)
causal inference
(1)
distributed computing
(1)
feature importance
(1)
markov chain monte carlo
(1)
message passing
(1)
oracle inequality
(1)
reproducing kernel hilbert space
(1)
statistical analysis
(1)
piecewise linear function
(1)
interpretable machine learning
(1)
high-dimensional regression
(1)
nearest neighbor regression
(1)
nonparametric estimation
(1)
Papers
Physics-informed Kernel Learning
JMLR 2025
Interpretable Random Forests via Rule Extraction
AISTATS 2021
Sparse Single-Index Model
JMLR 2013
Analysis of a Random Forests Model
JMLR 2012