Robert Birke
5 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🧭
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
TabWak: A Watermark for Tabular Diffusion Models
ICLR 2025
Trusted Loss Correction for Noisy Multi-Label
Learning
ACML 2022
Multi Label Loss Correction against Missing and
Corrupted Labels
ACML 2022
CTAB-GAN: Effective Table Data Synthesizing
ACML 2021
QActor: Active Learning on Noisy Labels
ACML 2021