Sonia Laguna
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
❓
The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Application Areas
(2)
Models
(2)
Healthcare & Medicine
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
interpretable machine learning
(2)
concept bottleneck model
(2)
model interpretability
(1)
machine learning
(1)
generative model
(1)
diffusion model
(1)
variational autoencoder
(1)
confidence region
(1)
latent space
(1)
model fine-tuning
(1)
concept bottleneck
(1)
concept-based intervention
(1)
stochastic modeling
(1)
concept intervention
(1)
concept dependency
(1)
black-box model
(1)
neural network
(1)
neurodevelopmental disorder
(1)
video recording
(1)
concept dependencies
(1)
Papers
Towards Scalable Newborn Screening: Automated General Movement Assessment in Uncontrolled Settings
MLHC 2025
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
NeurIPS 2024
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
ICLR 2024
Stochastic Concept Bottleneck Models
NeurIPS 2024