Isabelle Guyon
9 papers · 2003–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (20) π Cross-Pollinator (13)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(23)
π§¬
Topic Evolution
π
Conference Pioneer
π
Trend Setter
Conferences
JMLR (6)
NIPS (2)
AUTOML (1)
Top co-authors
Keywords
model selection
(2)
image classification
(1)
hyperparameter optimization
(1)
reproducible research
(1)
benchmark evaluation
(1)
adversarial learning
(1)
few-shot learning
(1)
video understanding
(1)
variable selection
(1)
transfer learning
(1)
computer vision
(1)
bayesian inference
(1)
feature selection
(1)
causal discovery
(1)
compressed sensing
(1)
multimodal learning
(1)
dimensionality reduction
(1)
structural learning
(1)
machine learning
(1)
statistical learning
(1)
Papers
CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges
JMLR 2023
Structural Agnostic Modeling: Adversarial Learning of Causal Graphs
JMLR 2022
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification
NIPS 2022
Deep Statistical Solvers
NIPS 2020
Design and Analysis of the NIPS 2016 Review Process
JMLR 2018
Challenges in multimodal gesture recognition
JMLR 2016
A Brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning Without Human Intervention
AUTOML 2016
Model Selection: Beyond the Bayesian/Frequentist Divide
JMLR 2010
An Introduction to Variable and Feature Selection
JMLR 2003