Julia Kempe
15 papers
· 2022–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(27)
π
Cross-Pollinator
(7)
π§
Keyword Pioneer
π
Conference Polyglot
(5)
π
Triple Crown
π
Century Club
(15)
β‘
Prolific Year
(8)
β
The Questioner
Conferences
ICLR (5)
NIPS (5)
ICML (3)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
adversarial robustness
(2)
neural network
(2)
statistical learning
(2)
learning theory
(1)
reward modeling
(1)
domain generalization
(1)
statistical learning theory
(1)
bayesian inference
(1)
generative model
(1)
attention mechanism
(1)
preference alignment
(1)
subpopulation shift
(1)
neural network optimization
(1)
theoretical analysis
(1)
empirical risk minimization
(1)
reinforcement learning from human feedback
(1)
generalization error
(1)
high-dimensional regression
(1)
statistical analysis
(1)
neural tangent kernel
(1)
Papers
Strong Model Collapse
ICLR 2025