Denis Deratani Mauá
I am an Assistant Professor at the Department of Computer Science of the Institute of Mathematics and Statistics of the University of São Paulo. My research is on probabilistic reasoning, and its application to artificial intelligence and machine learning.
How to reach me
Department of Computer Science
Institute of Mathematics and Statistics
Universidade de São Paulo
Email: firstname.lastname@example.org, where myinitials are three letters
I am mostly interested in the theory and practical applications of probabilistic reasoning and decision making, and in their intersection with graph theory. In particular, I am interested in the computational aspects of inference in discrete probabilistic graphical models (e.g., Bayesian networks), and in its use in classification and planning under uncertainty.
- kPU: A local search solver for limited memory influence diagrams written in Python
- kPU++: A local search solver for limited memory influence diagrams written in C++
- iHMM: A C++ library for inference in hidden Markov models with imprecise parameters