Anass Aghbalou
3 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10) 🗺️ Taxonomy Completionist (10)
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The Questioner
Conferences
AISTATS (2)
ICML (1)
Top co-authors
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
On the bias of K-fold cross validation with stable learners
AISTATS 2023
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability
ICML 2023