Tal El-Hay

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 6

Top Topics

Prediction Model

Collapsed Gibbs Sampling

Human Immunodeficiency Virus

Top Venues

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Publications

Behzad Naderalvojoud, Catherine M. Curtin, Chen Yanover, Tal El-Hay, Byungjin Choi, Rae Woong Park, Javier Gracia-Tabuenca, Mary Pat Reeve, Thomas Falconer, Keith Humphreys, Steven M. Asch, Tina Hernandez-Boussard
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. J. Am. Medical Informatics Assoc. 31 (5) (2024)
Tal El-Hay, Chen Yanover
Estimating Model Performance on External Samples from Their Limited Statistical Characteristics. CoRR (2022)
Tal El-Hay, Chen Yanover
Estimating Model Performance on External Samples from Their Limited Statistical Characteristics. CHIL (2022)
William G. Dixon, Anna L. Beukenhorst, Belay B. Yimer, Louise Cook, Antonio Gasparrini, Tal El-Hay, Bruce Hellman, Ben James, Ana M. Vicedo-Cabrera, Malcolm Maclure, Ricardo Silva, John Ainsworth, Huai Leng Pisaniello, Thomas A. House, Mark Lunt, Carolyn Gamble, Caroline Sanders, David M. Schultz, Jamie C. Sergeant, John McBeth
How the weather affects the pain of citizen scientists using a smartphone app. npj Digit. Medicine 2 (2019)
Michal Ozery-Flato, Pierre Thodoroff, Tal El-Hay
Adversarial Balancing for Causal Inference. CoRR (2018)
Amit Gruber, Chen Yanover, Tal El-Hay, Anders Sönnerborg, Vanni Borghi, Francesca Incardona, Yaara Goldschmidt
Factorial HMMs with Collapsed Gibbs Sampling for Optimizing Long-term HIV Therapy. AISTATS (2018)
Erin Falconer, Tal El-Hay, Dimitrios Alevras, John Docherty, Chen Yanover, Alan Kalton, Yaara Goldschmidt, Michal Rosen-Zvi
Integrated Multisystem Analysis in a Mental Health and Criminal Justice Ecosystem. AMIA (2014)
Tal El-Hay, Omer Weissbrod, Elad Eban, Maurizio Zazzi, Francesca Incardona
Structured Proportional Jump Processes. UAI (2014)
Tal El-Hay, Nir Friedman
Incorporating Expressive Graphical Models in Variational Approximations: Chain-Graphs and Hidden Variables CoRR (2013)
Ido Cohn, Tal El-Hay, Nir Friedman, Raz Kupferman
Mean Field Variational Approximation for Continuous-Time Bayesian Networks CoRR (2012)
Tal El-Hay, Nir Friedman, Raz Kupferman
Gibbs Sampling in Factorized Continuous-Time Markov Processes CoRR (2012)
Tal El-Hay, Nir Friedman, Daphne Koller, Raz Kupferman
Continuous Time Markov Networks. CoRR (2012)
Tal El-Hay, Ido Cohn, Nir Friedman, Raz Kupferman
Continuous-Time Belief Propagation. ICML (2010)
Ido Cohn, Tal El-Hay, Nir Friedman, Raz Kupferman
Mean Field Variational Approximation for Continuous-Time Bayesian Networks. J. Mach. Learn. Res. 11 (2010)
Ido Cohn, Tal El-Hay, Nir Friedman, Raz Kupferman
Mean Field Variational Approximation for Continuous-Time Bayesian Networks. UAI (2009)
Tal El-Hay, Nir Friedman, Raz Kupferman
Gibbs Sampling in Factorized Continuous-Time Markov Processes. UAI (2008)
Tal El-Hay, Nir Friedman, Daphne Koller, Raz Kupferman
Continuous Time Markov Networks. UAI (2006)
Tal El-Hay, Nir Friedman
Incorporating Expressive Graphical Models in VariationalApproximations: Chain-graphs and Hidden Variables. UAI (2001)