Damien Garreau
15 papers
· 2014–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Conference Polyglot
(5)
π
Academic Marathon
(11)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(8)
π
Keyword Champion
(2)
π
Trend Setter
β
The Questioner
(3)
π₯
Unstoppable
(6)
π
Century Club
(15)
ποΈ
Keyword Collector
(70)
Conferences
AISTATS (5)
ICML (5)
JMLR (2)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
neural network
(3)
random forest
(3)
feature attribution
(3)
feature importance
(2)
text classification
(2)
model explanation
(2)
metric learning
(2)
interpretability method
(2)
binary classification
(1)
gaussian processes
(1)
risk management
(1)
feature selection
(1)
image segmentation
(1)
natural language processing
(1)
statistical inference
(1)
generalization error
(1)
time series
(1)
structured prediction
(1)
mahalanobis distance
(1)
gaussian process
(1)
Papers
The Risks of Recourse in Binary Classification
AISTATS 2024
On the Robustness of Text Vectorizers
ICML 2023
Explainability as statistical inference
ICML 2023
An Analysis of LIME for Text Data
AISTATS 2021
What does LIME really see in images?
ICML 2021
Comparison-Based Random Forests
ICML 2018
When do random forests fail?
NIPS 2018