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

Edera, A., Schlüter F., & Bromberg F. (2014).  Learning Markov networks networks with context-specific independences.. International Journal on Artificial Intelligence Tools. 23(06), 
Schlüter, F., Bromberg F., & Edera A. (2014).  The IBMAP approach for Markov network structure learning. Annals of Mathematics and Artificial Intelligence. 72(3), 197--223.
Edera, A.., Schlüter F.., & Bromberg F.. (2013).  Learning Markov networks with context-specific independences. IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI).
Bromberg, F.., Schlüter F.., & Edera A.. (2011).  Independence-based MAP for Markov networks structure discovery. 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI).
Rol: Investigador
Rol: Tesista Doctoral