El-Hay, Tal

9 publications

CHIL 2022 Estimating Model Performance on External Samples from Their Limited Statistical Characteristics Tal El-Hay, Chen Yanover
AISTATS 2018 Factorial HMMs with Collapsed Gibbs Sampling for Optimizing Long-Term HIV Therapy Amit Gruber, Chen Yanover, Tal El-Hay, Anders Sönnerborg, Vanni Borghi, Francesca Incardona, Yaara Goldschmidt
UAI 2014 Structured Proportional Jump Processes Tal El-Hay, Omer Weissbrod, Elad Eban, Maurizio Zazzi, Francesca Incardona
ICML 2010 Continuous-Time Belief Propagation Tal El-Hay, Ido Cohn, Nir Friedman, Raz Kupferman
JMLR 2010 Mean Field Variational Approximation for Continuous-Time Bayesian Networks Ido Cohn, Tal El-Hay, Nir Friedman, Raz Kupferman
UAI 2009 Mean Field Variational Approximation for Continuous-Time Bayesian Networks Ido Cohn, Tal El-Hay, Nir Friedman, Raz Kupferman
UAI 2008 Gibbs Sampling in Factorized Continuous-Time Markov Processes Tal El-Hay, Nir Friedman, Raz Kupferman
UAI 2006 Continuous Time Markov Networks Tal El-Hay, Nir Friedman, Daphne Koller, Raz Kupferman
UAI 2001 Incorporating Expressive Graphical Models in VariationalApproximations: Chain-Graphs and Hidden Variables Tal El-Hay, Nir Friedman