Alejandro Catalina
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Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Publications
Robust Bayesian Inference: variable and structure selection and variational inference
Alejandro Catalina
2023
Hidden impacts of conservation management on fertility of the critically endangered kākāpō
Andrew Digby, Daryl Eason, Alejandro Catalina, Michael Lierz, Stephanie Galla, Lara Urban, Marissa F. Le Lec, Joseph Guhlin, Tammy E. Steeves, Peter K. Dearden, Tineke Joustra, Caroline Lees, Tane Davis, Deidre Vercoe
2023
PEERJ
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models
Alejandro Catalina, Paul Burkner, Aki Vehtari
2022
INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151
Challenges and Opportunities in High-dimensional Variational Inference
Akash Kumar Dhaka, Alejandro Catalina, Manushi Welandawe, Michael Riis Andersen, Jonathan H. Huggins, Aki Vehtari
2021
Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021
Robust, Accurate Stochastic Optimization for Variational Inference
Akash Dhaka, Alejandro Catalina Feliu, Michael Andersen, Måns Magnusson, Jonathan Huggins, Aki Vehtari
2020
Thirty-fourth Conference on Neural Information Processing Systems
Group Heterogeneity Assessment for Multilevel Models
Topi Paananen, Alejandro Catalina Feliu, Paul-Christian Burkner, Aki Vehtari
2020
Submitted