Alejandro Edera
Alejandro Edera
My research is about designing unsupervised inductive reasoning algorithms which can learn Markov network structures from observations sampled from a probability distribution.
His scholarship is director Oscar Bustos, and his codirector is Anibal Mirasso.
His academic director is Facundo Bromberg, and his codirector is Guillermo Leguizamón.
Publications
Towards A Comprehensive Picture Of C-to-U RNA Editing Sites In Angiosperm Mitochondria (under review).
Plant Molecular Biology.
(2018).
Aprendizaje de redes de Markov basado en independencias específicas del contexto: formalización y aplicación a datos espaciales.
Doctorado en Ciencias de la Computación, Universidad Nacional de San Luis.
(2016).
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The IBMAP approach for Markov network structure learning.
Annals of Mathematics and Artificial Intelligence. 72(3), 197--223.
(2014).
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The Grow-Shrink strategy for learning Markov network structures constrained by context-specific independences.
14th edition of the Ibero-American Conference on Artificial Intelligence.
(2014).
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Learning Markov networks networks with context-specific independences..
International Journal on Artificial Intelligence Tools. 23(06),
(2014).
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Learning Markov networks with context-specific independences.
IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI).
(2013).
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Aprendizaje de independencias específicas del contexto en Markov random fields.
XVII Congreso Argentino de Ciencias de la Computación.
(2011).
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Independence-based MAP for Markov networks structure discovery.
23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI).
(2011).
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