Nikola Konstantinov
10 papers
· 2018–2025
· 5 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Keyword Pioneer
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Taxonomy Completionist
(18)
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Interdisciplinary Bridge
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Conference Polyglot
(5)
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Academic Marathon
(7)
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Cross-Pollinator
(11)
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Century Club
(10)
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Trend Setter
Conferences
ICML (4)
NIPS (3)
AISTATS (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
pac learning
(2)
distributed learning
(2)
collaborative learning
(2)
adversarial learning
(2)
game theory
(2)
federated learning
(2)
statistical learning theory
(1)
sample complexity
(1)
mean estimation
(1)
mechanism design
(1)
distributed training
(1)
incentive mechanism
(1)
robust learning
(1)
generalization bound
(1)
client participation
(1)
data corruption
(1)
machine learning model
(1)
privacy guarantee
(1)
data sharing
(1)
convex stochastic optimization
(1)
Papers
Robust Learning from Untrusted Sources
ICML 2019