Florian E. Dorner
5 papers · 2023–2025 · 3 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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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
federated learning
(1)
benchmark evaluation
(1)
game theory
(1)
text classification
(1)
mechanism design
(1)
fair classification
(1)
majority vote
(1)
incentive mechanism
(1)
collaborative learning
(1)
label efficiency
(1)
debiasing method
(1)
binary classifier
(1)
noisy label
(1)
data contamination
(1)
sensitive attribute
(1)
emergent capability
(1)
ground truth
(1)
sample size
(1)
large language model
(1)
honest signaling
(1)
Papers
Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data
ICLR 2025
Training on the Test Task Confounds Evaluation and Emergence
ICLR 2025
Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
ICML 2024
Human-Guided Fair Classification for Natural Language Processing
ICLR 2023
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization
NeurIPS 2023