Tal El-Hay
Tal El-Hay
Research Staff Member, IBM
Verified email at il.ibm.com - Homepage
Cited by
Cited by
Global epidemiology of drug resistance after failure of WHO recommended first-line regimens for adult HIV-1 infection: a multicentre retrospective cohort study.
The Lancet infectious diseases 16 (5), 565-575, 2016
Gibbs sampling in factorized continuous-time Markov processes
T El-Hay, N Friedman, R Kupferman
arXiv preprint arXiv:1206.3251, 2012
Mean field variational approximation for continuous-time Bayesian networks
I Cohn, T El-Hay, N Friedman, R Kupferman
The Journal of Machine Learning Research 11, 2745-2783, 2010
Mean field variational approximation for continuous-time Bayesian networks
I Cohn, T El-Hay, N Friedman, R Kupferman
arXiv preprint arXiv:1205.2655, 2012
Continuous-Time Belief Propagation.
T El-Hay, I Cohn, N Friedman, R Kupferman
ICML, 343-350, 2010
Paradoxical hypersusceptibility of drug-resistant mycobacteriumtuberculosis to β-lactam antibiotics
KA Cohen, T El-Hay, KL Wyres, O Weissbrod, V Munsamy, C Yanover, ...
EBioMedicine 9, 170-179, 2016
Continuous time markov networks
T El-Hay, N Friedman, D Koller, R Kupferman
arXiv preprint arXiv:1206.6838, 2012
Incorporating expressive graphical models in variational approximations: Chain-graphs and hidden variables
T El-Hay, N Friedman
arXiv preprint arXiv:1301.2268, 2013
Predictive models for type 2 diabetes onset in middle-aged subjects with the metabolic syndrome
M Ozery-Flato, N Parush, T El-Hay, Ž Visockienė, L Ryliškytė, J Badarienė, ...
Diabetology & metabolic syndrome 5 (1), 36, 2013
How the weather affects the pain of citizen scientists using a smartphone app
WG Dixon, AL Beukenhorst, BB Yimer, L Cook, A Gasparrini, T El-Hay, ...
NPJ digital medicine 2 (1), 1-9, 2019
Adversarial balancing for causal inference
M Ozery-Flato, P Thodoroff, M Ninio, M Rosen-Zvi, T El-Hay
arXiv preprint arXiv:1810.07406, 2018
Integrated multisystem analysis in a mental health and criminal justice ecosystem
E Falconer, T El-Hay, D Alevras, JP Docherty, C Yanover, A Kalton, ...
Health & justice 5 (1), 1-8, 2017
Dynamic ranges for viterbi calculations
I Bartur, A Globerson, T El-Hay, T Yadid
US Patent App. 10/650,040, 2005
Adaptation of symbols
R Mochary, S Solomon, T El-Hay, T Yadid, I Bartur
US Patent 7,676,366, 2010
Efficient methods for exact and approximate inference in discrete graphical models
T El-Hay
Hebrew University of Jerusalem, 2001
Structured proportional jump processes
T El-Hay, O Weissbrod, E Eban, M Zazzi, F Incardona
Proceedings of the Thirtieth Conference on Uncertainty in Artificial …, 2014
Characterizing Subpopulations with Better Response to Treatment Using Observational Data-an Epilepsy Case Study
M Ozery-Flato, T El-Hay, R Aharonov, N Parush-Shear-Yashuv, ...
bioRxiv, 290585, 2018
Characterizing subpopulations by exposure response
RY Aharonov, T El-Hay, M Flato, Y Goldschmidt, NP Shear-Yashuv, ...
US Patent App. 14/953,514, 2017
Adversarial balancing for causal inference
T El-Hay, M Ozery-Flato, P Thodoroff
US Patent App. 16/182,635, 2020
Comment: Causal Inference Competitions: Where Should We Aim?
E Karavani, T El-Hay, Y Shimoni, C Yanover
Statistical Science 34 (1), 86-89, 2019
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