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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