Anass Aghbalou
3 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Keywords
empirical risk minimization
(2)
algorithmic stability
(2)
generalization bound
(2)
nearest neighbor
(1)
imbalanced classification
(1)
error bound
(1)
generalization risk
(1)
empirical risk minimisation
(1)
class weighting
(1)
fast rate bound
(1)
risk minimisation
(1)
hypothesis transfer learning
(1)
model selection
(1)
minority class
(1)
binary classification
(1)
cross validation
(1)
Papers
Sharp error bounds for imbalanced classification: how many examples in the minority class?
AISTATS 2024
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability
ICML 2023
On the bias of K-fold cross validation with stable learners
AISTATS 2023