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Juan L. Gamella
Observed name:
Gamella, Juan L.
Observed institutions:
ETH Zurich,
Seminar for Statistics
ORCID:
0000-0001-9728-1125
Observed ORCID:
0000-0001-9728-1125
OpenAlex ID:
A5074413937
Causal chambers as a real-world physical testbed for AI methodology
2025
·
Juan L. Gamella
, Jonas Peters
, et al.
·
Nature Machine Intelligence
·
38
PDF
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
2024
·
Wehenkel, Antoine
, Gamella, Juan L.
, et al.
·
arXiv (Cornell University)
·
32
PDF
Active Invariant Causal Prediction: Experiment Selection through Stability
2020
·
Gamella, Juan L.
, Heinze-Deml, Christina
·
arXiv (Cornell University)
·
16
PDF
Characterization and Greedy Learning of Gaussian Structural Causal Models under Unknown Interventions
2022
·
Gamella, Juan L.
, Taeb, Armeen
, et al.
·
arXiv (Cornell University)
·
12
PDF
Sanity Checking Causal Representation Learning on a Simple Real-World System
2025
·
Gamella, Juan L.
, Bing, Simon
, et al.
·
arXiv (Cornell University)
·
4
PDF
ProximalFM: Amortized Proximal Causal Inference under Hidden Confounding
2026
·
Muller, Christophe
, Kharel, Ayub
, et al.
·
arXiv (Cornell University)
PDF
Anti-causal domain generalization: Leveraging unlabeled data
2026
·
Saengkyongam, Sorawit
, Gamella, Juan L.
, et al.
·
arXiv (Cornell University)
PDF
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Works count:
11
Citation count:
106
H-index:
4
I10-index:
4
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