Santiago Mazuelas
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
minimax risk classifier
(4)
performance guarantee
(4)
minimax classification
(2)
continual learning
(2)
0-1 loss
(2)
task evolution
(2)
generalization bound
(2)
covariate shift
(1)
universal consistency
(1)
covariate shift adaptation
(1)
supervised classification
(1)
high-dimensional regression
(1)
classifier performance
(1)
surrogate loss
(1)
finite-sample analysis
(1)
minimax risk
(1)
support vector machine
(1)
noisy label
(1)
kernel mean matching
(1)
expected loss
(1)
Papers
Supervised Learning with Evolving Tasks and Performance Guarantees
JMLR 2025
Minimax Risk Classifiers for Mislabeled Data: a Study on Patient Outcome Prediction Tasks
MLHC 2024
Double-Weighting for Covariate Shift Adaptation
ICML 2023
Efficient Learning of Minimax Risk Classifiers in High Dimensions
UAI 2023
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees
NeurIPS 2023
Minimax Risk Classifiers with 0-1 Loss
JMLR 2023
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees
ICML 2022
Minimax Classification with 0-1 Loss and Performance Guarantees
NeurIPS 2020