Sonia Laguna
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8) 🗺️ Taxonomy Completionist (13)
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The Questioner
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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
Towards Scalable Newborn Screening: Automated General Movement Assessment in Uncontrolled Settings
MLHC 2025
Stochastic Concept Bottleneck Models
NIPS 2024
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
NIPS 2024
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
ICLR 2024