Ričards Marcinkevičs
5 papers
· 2021–2024
· 3 conferences
· across top CS/AI conferences
Achievements
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(8)
🌈
Renaissance Researcher
(5)
🗺️
Taxonomy Completionist
(15)
❓
The Questioner
📈
Trend Setter
Conferences
ICLR (2)
NIPS (2)
MLHC (1)
Top co-authors
Keywords
concept bottleneck model
(2)
interpretable machine learning
(2)
model interpretability
(1)
deep neural network
(1)
confidence region
(1)
group fairness
(1)
debiasing method
(1)
model fine-tuning
(1)
concept bottleneck
(1)
concept-based intervention
(1)
black box model
(1)
stochastic modeling
(1)
concept intervention
(1)
concept dependency
(1)
chest x-ray
(1)
neural network
(1)
concept dependencies
(1)
neural network pruning
(1)
distributional parameterization
(1)
probabilistic modeling
(1)
Papers
Stochastic Concept Bottleneck Models
NIPS 2024