Stéphan J. Clémençcon
5 papers · 2008–2011 · 1 venue · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (6) 🏆 Keyword Champion
🧭
Keyword Pioneer
🗃️
Keyword Collector
(51)
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Optimization & Theory
(5)
Learning Types · Machine Learning
(3)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Applications · Data Science & Analytics
(2)
Mathematics
(2)
Computer Science
(1)
Deep Learning
(1)
Applications · Computer Science
(1)
Learning Types · Deep Learning
(1)
Statistics
(1)
Keywords
roc curve
(4)
statistical learning
(2)
auc optimization
(2)
clustering analysis
(1)
empirical risk minimization
(1)
hypothesis testing
(1)
signal processing
(1)
roc curve analysis
(1)
performance evaluation
(1)
ranking
(1)
resampling procedure
(1)
statistical evaluation
(1)
ranking evaluation
(1)
linear rank statistics
(1)
performance metric
(1)
two-sample test
(1)
area under curve
(1)
auc
(1)
information retrieval
(1)
model selection
(1)
Papers
On U-processes and clustering performance
NeurIPS 2011
AUC optimization and the two-sample problem
NeurIPS 2009
Empirical performance maximization for linear rank statistics
NeurIPS 2008
On Bootstrapping the ROC Curve
NeurIPS 2008
Overlaying classifiers: a practical approach for optimal ranking
NeurIPS 2008