Ragnar Thobaben
3 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ALT (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
statistical learning
(2)
learning theory
(2)
sample complexity
(1)
mutual information
(1)
gradient descent
(1)
relative entropy
(1)
stochastic convex optimization
(1)
generalization bound
(1)
pac-bayes bound
(1)
loss function
(1)
information-theoretic bound
(1)
information theory
(1)
expected generalization error
(1)
wasserstein distance
(1)
Papers
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity
JMLR 2024
Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization
ALT 2023
Tighter Expected Generalization Error Bounds via Wasserstein Distance
NIPS 2021