Robert Birke
5 papers
· 2021–2025
· 2 conferences
· across top CS/AI conferences
Achievements
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(15)
🌉
Interdisciplinary Bridge
Conferences
ACML (4)
ICLR (1)
Top co-authors
Keywords
noisy label
(3)
multi-label learning
(1)
noisy label learning
(1)
multi-label classification
(1)
label noise handling
(1)
privacy preservation
(1)
conditional generation
(1)
class imbalance
(1)
label noise
(1)
loss function
(1)
generative adversarial network
(1)
tabular data synthesis
(1)
query strategy
(1)
mixed data type
(1)
corrupted label
(1)
loss correction
(1)
label cleaning
(1)
expert cleansing
(1)
active learning
(1)
corruption matrix
(1)
Papers
QActor: Active Learning on Noisy Labels
ACML 2021