Sonia Laguna
4 papers
· 2024–2025
· 3 conferences
· across top CS/AI conferences
Achievements
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(8)
🗺️
Taxonomy Completionist
(13)
❓
The Questioner
📈
Trend Setter
Conferences
NIPS (2)
ICLR (1)
MLHC (1)
Top co-authors
Keywords
interpretable machine learning
(2)
concept bottleneck model
(2)
confidence region
(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)
neural network
(1)
concept dependencies
(1)
probabilistic modeling
(1)
distributional parameterization
(1)
model interpretability
(1)
Papers
Stochastic Concept Bottleneck Models
NIPS 2024