Anne Sabourin
8 papers · 2015–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (10)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(15)
🏆
Keyword Champion
(2)
❓
The Questioner
📈
Trend Setter
Conferences
AISTATS (5)
NIPS (2)
COLT (1)
Top co-authors
Research topics
Keywords
extreme value theory
(4)
anomaly detection
(3)
multivariate analysis
(3)
multivariate extreme
(2)
empirical risk minimization
(2)
dimension reduction
(1)
concentration inequalities
(1)
sentiment classification
(1)
algorithmic stability
(1)
nearest neighbor
(1)
data augmentation
(1)
cross validation
(1)
minimum volume sets
(1)
non-asymptotic analysis
(1)
concentration inequality
(1)
risk estimation
(1)
generalization bound
(1)
imbalanced classification
(1)
error bound
(1)
sparse representation
(1)
Papers
Sharp error bounds for imbalanced classification: how many examples in the minority class?
AISTATS 2024
On the bias of K-fold cross validation with stable learners
AISTATS 2023
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
NIPS 2020
On Binary Classification in Extreme Regions
NIPS 2018
Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere
AISTATS 2017
Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking
AISTATS 2016
On Anomaly Ranking and Excess-Mass Curves
AISTATS 2015
Learning the dependence structure of rare events: a non-asymptotic study
COLT 2015