A. Alaa
发表
J. H. Rudd,
M. van der Schaar,
E. Di Angelantonio,
2019,
PloS one.
M. H. Ismail,
A. Alaa,
H. Tawfik,
2016
.
A. Alaa,
H. Tawfik,
2013
.
A. Alaa,
H. Tawfik,
2014
.
M. Schaar,
A. Alaa,
B. V. Breugel,
2021,
ICML.
Mohamed A. Awwad,
A. Alaa,
M. H. Kasem,
2020,
Virus research.
M. Schaar,
J. Rashbass,
A. Alaa,
2020
.
A. Philippakis,
D. Sontag,
A. Alaa,
2022,
NeurIPS.
A. Alaa,
M. Mahdy,
Nesma Ghonemi,
2019
.
A. Alaa,
A. El-Hadidy,
2009
.
Mihaela van der Schaar,
Ahmed M. Alaa,
Jem Rashbass,
2020,
Nature Machine Intelligence.
Mihaela van der Schaar,
Ahmed M. Alaa,
James Jordon,
2021,
ICML.
Mihaela van der Schaar,
Ahmed M. Alaa,
Alex J. Chan,
2021,
ICLR.
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2020,
ICML.
A. Alaa,
Yasmine A. Fahmy,
2016,
Wireless Personal Communications.
M. H. Ismail,
A. Alaa,
H. Tawfik,
2015,
Telecommunication Systems.
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2019,
NeurIPS.
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2016,
J. Mach. Learn. Res..
A. Harris,
D. Gurdasani,
J. Rashbass,
2020,
Nature Machine Intelligence.
M. van der Schaar,
A. Alaa,
2018,
Scientific Reports.
Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation
Jinsung Yoon,
Mihaela van der Schaar,
Martin Cadeiras,
2018,
PloS one.
M. van der Schaar,
V. Gnanapragasam,
A. Alaa,
2021,
The Lancet. Digital health.
Ann Witvrouw,
Sherif Sedky,
S. Sedky,
2007
.
M. Schaar,
A. Floto,
A. Alaa,
2023,
PLOS digital health.
Ahmed M. Alaa,
Pietro Lio,
Stefan Scholtes,
2020,
Machine Learning.
A. Alaa,
W. Khafagy,
D. Marzouk,
2002,
Diseases of the colon and rectum.
Ahmed M. Alaa,
Jinsung Yoon,
Scott Hu,
2016,
IEEE Transactions on Biomedical Engineering.
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2017,
NIPS.
Ahmed M. Alaa,
Mihaela van der Schaar,
Zhaozhi Qian,
2020,
AISTATS.
Mihaela van der Schaar,
Ahmed M. Alaa,
Alex J. Chan,
2020,
ICML.
A. Salem,
A. Alaa,
Eldin,
2021
.
Mihaela van der Schaar,
Ahmed M. Alaa,
Jinsung Yoon,
2017,
ArXiv.
M. Schaar,
A. Curth,
A. Alaa,
2020,
2008.06461.
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2019,
ICML.
Ahmed M. Alaa,
Mihaela van der Schaar,
M. van der Schaar,
2017,
IEEE Journal of Selected Topics in Signal Processing.
Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations
pdf
Mihaela van der Schaar,
Ahmed M. Alaa,
Ioana Bica,
2020,
ICLR.
Mihaela van der Schaar,
Ahmed M. Alaa,
Ioana Bica,
2019,
ICML.
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2018,
ArXiv.
When to Lift the Lockdown? Global COVID-19 Scenario Planning and Policy Effects using Compartmental Gaussian Processes
pdf
Ahmed M. Alaa,
Mihaela van der Schaar,
Zhaozhi Qian,
2020,
ArXiv.
Ahmed M. Alaa,
Mihaela van der Schaar,
Zhaozhi Qian,
2020,
NeurIPS.
Christoph I. Lee,
S. Partridge,
M. van der Schaar,
2020,
Radiology. Imaging cancer.
M. van der Schaar,
A. Ercole,
Ioana Bica,
2021,
Scientific Reports.
Mihaela van der Schaar,
Ahmed M Alaa,
M. van der Schaar,
2018,
Scientific Reports.
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2018,
ICML.
Mihaela van der Schaar,
Ahmed M. Alaa,
Zhaozhi Qian,
2020,
Machine Learning.
Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions
pdf
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2020,
ICML.
M. Schaar,
Kamilė Stankevičiūtė,
A. Alaa,
2021,
NeurIPS.
Mihaela van der Schaar,
Ahmed M. Alaa,
Kyeong H. Moon,
2016,
IEEE Transactions on Multimedia.
Ioana Bica,
Ahmed M. Alaa,
Craig Lambert,
2020,
Clinical pharmacology and therapeutics.
AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning
pdf
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2018,
ICML.
Mihaela van der Schaar,
Ahmed M. Alaa,
Kartik Ahuja,
2015,
IEEE Transactions on Network Science and Engineering.
M. van der Schaar,
A. Ercole,
A. Alaa,
2020,
Intensive Care Medicine.
Ahmed M. Alaa,
Hazim Tawfik,
A. Alaa,
2014
.
A. Alaa,
2022,
Nature Machine Intelligence.
Ahmed M. Alaa,
Kartik Ahuja,
Mihaela van der Schaar,
2015,
1508.00205.
Mihaela van der Schaar,
Ahmed M. Alaa,
Kartik Ahuja,
2015,
ArXiv.
Ahmed M. Alaa,
Mahmoud H. Ismail,
Hazim Tawfik,
2014,
ArXiv.
Ahmed M. Alaa,
Mahmoud H. Ismail,
Hazim Tawfik,
2014,
Telecommun. Syst..
Mihaela van der Schaar,
Ahmed M. Alaa,
Jinsung Yoon,
2016,
ICML.
Retrospective cohort study of admission timing and mortality following COVID-19 infection in England
J. Rashbass,
M. van der Schaar,
A. Alaa,
2020,
BMJ Open.
Ahmed M. Alaa,
Mahmoud H. Ismail,
Hazim Tawfik,
2014,
IEEE Transactions on Vehicular Technology.
Ahmed M. Alaa,
Mahmoud H. Ismail,
Hazim Tawfik,
2014,
2015 International Conference on Computing, Networking and Communications (ICNC).
Mihaela van der Schaar,
Ahmed M. Alaa,
Michael Weisz,
2017,
ArXiv.
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2019,
NeurIPS.
A. Harris,
A. Alaa,
M. van der Schaar,
2023,
npj Breast Cancer.
Ahmed M. Alaa,
A. Alaa,
2017,
NIPS.
Mihaela van der Schaar,
Ahmed M. Alaa,
Jinsung Yoon,
2016,
AAAI.
Roderick Murray-Smith,
W. Samek,
F. Klauschen,
2023,
ArXiv.
Gregory M. Goldgof,
A. Butte,
A. Alaa,
2023,
NeurIPS.
Mihaela van der Schaar,
Ahmed M. Alaa,
Yao Zhang,
2019,
ArXiv.
Mihaela van der Schaar,
Ahmed M. Alaa,
Can Xu,
2021,
AISTATS.
M. Schaar,
A. Alaa,
2020,
ICML.
D. Sontag,
Zeshan Hussain,
A. Alaa,
2023,
AISTATS.
Christina X. Ji,
D. Sontag,
A. Alaa,
2023,
CHIL.
A. Alaa,
Ali Shirali,
Alexander Schubert,
2023,
ArXiv.
Ahmed M. Alaa,
Mihaela van der Schaar,
William R. Zame,
2019,
AISTATS.
Ahmed M. Alaa,
Hazem Tawfik,
H. Tawfik,
2013
.
Ahmed M. Alaa,
Yasmine A. Fahmy,
A. Alaa,
2014,
Wirel. Pers. Commun..
A. Alaa,
Islam Al Sawi,
2023,
Heliyon.
M. van der Schaar,
A. Ercole,
Daniel Jarrett,
2020,
Machine Learning.
M. van der Schaar,
Jinsung Yoon,
A. Alaa,
2016,
IEEE Transactions on Biomedical Engineering.
M. Laan,
A. Alaa,
Zaid Ahmad,
2023,
NeurIPS.
Nezihe Merve Gurel,
Curtis G. Northcutt,
Adji B. Dieng,
2023,
ArXiv.
A. Witvrouw,
S. Sedky,
S. Sedky,
2007,
Journal of Microelectromechanical Systems.
A. Alaa,
Yulu Gan,
Sungwoo Park,
2023,
ArXiv.
Mihaela van der Schaar,
Ahmed M. Alaa,
M. Schaar,
2016,
NIPS.
Ahmed M. Alaa,
Mahmoud H. Ismail,
Hazim Tawfik,
2017,
IEEE Transactions on Vehicular Technology.
Mihaela van der Schaar,
Ahmed M. Alaa,
Jinsung Yoon,
2017,
ArXiv.
Mihaela van der Schaar,
Ahmed M. Alaa,
Jinsung Yoon,
2016,
ArXiv.