Santiago Mazuelas
8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13)
🗺️
Taxonomy Completionist
(15)
🏆
Keyword Champion
(2)
Conferences
ICML (2)
JMLR (2)
NIPS (2)
MLHC (1)
UAI (1)
Top co-authors
Keywords
performance guarantee
(4)
minimax risk classifier
(3)
task evolution
(2)
continual learning
(2)
0-1 loss
(2)
generalization bound
(2)
minimax classification
(2)
incremental learning
(1)
covariate shift
(1)
universal consistency
(1)
covariate shift adaptation
(1)
supervised classification
(1)
high-dimensional regression
(1)
surrogate loss
(1)
finite-sample analysis
(1)
concept drift
(1)
minimax risk
(1)
support vector machine
(1)
multivariate adaptation
(1)
binary classification
(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
Minimax Risk Classifiers with 0-1 Loss
JMLR 2023
Efficient Learning of Minimax Risk Classifiers in High Dimensions
UAI 2023
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees
NIPS 2023
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees
ICML 2022
Minimax Classification with 0-1 Loss and Performance Guarantees
NIPS 2020