Fredrik Hellström
5 papers
· 2022–2025
· 3 conferences
· across top CS/AI conferences
Achievements
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(8)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(11)
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
generalization bound
(3)
conditional mutual information
(2)
active learning
(1)
representation learning
(1)
few-shot learning
(1)
online learning
(1)
pac-bayesian analysis
(1)
selective sampling
(1)
gaussian complexity
(1)
expert advice
(1)
label efficiency
(1)
pac-bayesian bound
(1)
regret bound
(1)
comparator function
(1)
cum variance-generating function
(1)
cramér function
(1)
population loss
(1)
meta learning
(1)
natarajan dimension
(1)
information theory
(1)
Papers
Comparing Comparators in Generalization Bounds
AISTATS 2024