Juan L. Gamella
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Application Areas
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Reasoning
(1)
Keywords
causal discovery
(2)
active learning
(1)
optimal transport
(1)
maximum likelihood
(1)
structural equation model
(1)
latent variable
(1)
simulation-based inference
(1)
structural causal model
(1)
causal representation learning
(1)
ground truth
(1)
causal graph
(1)
experiment selection
(1)
credible interval
(1)
invariant causal prediction
(1)
calibration set
(1)
causal factor
(1)
additive intervention
(1)
benchmark
(1)
ablation
(1)
mixing function
(1)
Papers
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
ICML 2025
Sanity Checking Causal Representation Learning on a Simple Real-World System
ICML 2025
Learning and scoring Gaussian latent variable causal models with unknown additive interventions
JMLR 2024
Active Invariant Causal Prediction: Experiment Selection through Stability
NeurIPS 2020