Christophe Denis
7 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (7) π Cross-Pollinator (11) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π±
Topic Pioneer
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Keyword Champion
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Trend Setter
Conferences
NIPS (4)
JMLR (2)
UAI (1)
Top co-authors
Keywords
demographic parity
(3)
multiclass classification
(2)
bayes classifier
(2)
fair regression
(2)
semi-supervised learning
(2)
empirical risk minimization
(1)
cross validation
(1)
point process
(1)
convex risk minimization
(1)
multi-class classification
(1)
reject option
(1)
set prediction
(1)
k-nearest neighbor
(1)
confidence set
(1)
sensitive attribute
(1)
wasserstein barycenter
(1)
expected size
(1)
hawkes process
(1)
conditional variance
(1)
fairness guarantee
(1)
Papers
Fairness guarantees in multi-class classification with demographic parity
JMLR 2024
Multiclass classification for Hawkes processes
UAI 2022
Fair regression via plug-in estimator and recalibration with statistical guarantees
NIPS 2020
Regression with reject option and application to kNN
NIPS 2020
Fair regression with Wasserstein barycenters
NIPS 2020
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification
NIPS 2019
Confidence Sets with Expected Sizes for Multiclass Classification
JMLR 2017