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Faculty of Mathematics

 

Publications

Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms
AM Alaa, M Van Der Schaar
– IEEE Journal of Selected Topics in Signal Processing
(2018)
12,
1031
A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference
AM Alaa, M van der Schaar
– Journal of Machine Learning Research
(2018)
19,
1
Bayesian inference of individualized treatment effects using multi-task Gaussian processes
AM Alaa, M Van Der Schaar
– Advances in Neural Information Processing Systems
(2017)
30,
3425
Predicting Grades
Y Meier, J Xu, O Atan, M Van Der Schaar
– IEEE Transactions on Signal Processing
(2016)
64,
959
Distributed Online Learning via Cooperative Contextual Bandits
C Tekin, M Van Der Schaar
– IEEE Transactions on Signal Processing
(2015)
63,
3740
Demand Side Management in Smart Grids Using a Repeated Game Framework
L Song, Y Xiao, M Van Der Schaar
– IEEE Journal on Selected Areas in Communications
(2014)
32,
1412

Research Groups

Centre for Mathematical Imaging in Healthcare
Machine Learning and Artificial Intelligence

Room

G0.06

Telephone

01223 760420