PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Tal El-Hay

Click here to see user's record.

Number of EPrints submitted by this user: 6

Continuous-Time Belief Propagation
Tal El-Hay, Ido Cohn, Nir Friedman and Raz Kupferman
In: ICML 2010, 22-24 June 2010, Haifa, Israel.

Incorporating Expressive Graphical Models in Variational Approximations: Chain-Graphs and Hidden Variables
Tal El-Hay and Nir Friedman
Proc. Seventeenth Conf. on Uncertainty in Artificial Intelligence (UAI) 2001.

Continuous Time Markov Networks
Tal El-Hay, Nir Friedman, Daphne Koller and Raz Kupferman
Proc. Twenty Second Conf. on Uncertainty in Artificial Intelligence (UAI 06) 2006.

Gibbs Sampling in Factorized Continuous-Time Markov Processes
Tal El-Hay, Nir Friedman and Raz Kupferman
Proc. Twenty Fourth Conf. on Uncertainty in Artificial Intelligence (UAI 08) 2008.

Mean Field Variational Approximation for Continuous-Time Bayesian Networks
Ido Cohn, Tal El-Hay, Nir Friedman and Raz Kupferman
Proc. Twenty Fifth Conf. on Uncertainty in Artificial Intelligence (UAI 09) 2009.

Mean Field Variational Approximation for Continuous-Time Bayesian Networks
Ido Cohn, Tal El-Hay, Nir Friedman and Raz Kupferman
J. Machine Learning Research Volume 11, pp. 2745-2783, 2010.