Следене
Mihaela van der Schaar
Mihaela van der Schaar
University of Cambridge, The Alan Turing Institute
Потвърден имейл адрес: ee.ucla.edu - Начална страница
Заглавие
Позовавания
Позовавания
Година
Gain: Missing data imputation using generative adversarial nets
J Yoon, J Jordon, M Schaar
International conference on machine learning, 5689-5698, 2018
13702018
Time-series generative adversarial networks
J Yoon, D Jarrett, M Van der Schaar
Advances in neural information processing systems 32, 2019
12222019
PATE-GAN: Generating synthetic data with differential privacy guarantees
J Jordon, J Yoon, M Van Der Schaar
International conference on learning representations, 2018
8002018
Ethnic and regional variations in hospital mortality from COVID-19 in Brazil: a cross-sectional observational study
P Baqui, I Bica, V Marra, A Ercole, M van Der Schaar
The Lancet Global Health 8 (8), e1018-e1026, 2020
7352020
Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms
M van Der Schaar
IEEE wireless Communications 12 (4), 50-58, 2005
7142005
Deephit: A deep learning approach to survival analysis with competing risks
C Lee, W Zame, J Yoon, M Van Der Schaar
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
6602018
The MPEG-4 fine-grained scalable video coding method for multimedia streaming over IP
HM Radha, M Van der Schaar, Y Chen
IEEE Transactions on multimedia 3 (1), 53-68, 2001
5542001
Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants
AM Alaa, T Bolton, E Di Angelantonio, JHF Rudd, M Van der Schaar
PloS one 14 (5), e0213653, 2019
5112019
GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets
J Yoon, J Jordon, M van der Schaar
ICLR, 2018
4812018
Combined MPEG-4 FGS and modulation algorithm for wireless video transmission
J Meehan, M van der Schaar
US Patent 6,909,753, 2005
4292005
Reputation-based incentive protocols in crowdsourcing applications
Y Zhang, M Van der Schaar
2012 Proceedings IEEE INFOCOM, 2140-2148, 2012
3602012
Adaptive cross-layer protection strategies for robust scalable video transmission over 802.11 WLANs
M Van Der Schaar, S Krishnamachari, S Choi, X Xu
IEEE Journal on selected areas in communications 21 (10), 1752-1763, 2003
3602003
Bayesian inference of individualized treatment effects using multi-task gaussian processes
AM Alaa, M Van Der Schaar
Advances in neural information processing systems 30, 2017
3532017
Dynamic pricing and energy consumption scheduling with reinforcement learning
BG Kim, Y Zhang, M Van Der Schaar, JW Lee
IEEE Transactions on smart grid 7 (5), 2187-2198, 2015
3422015
Context-aware proactive content caching with service differentiation in wireless networks
S Müller, O Atan, M Van Der Schaar, A Klein
IEEE Transactions on Wireless Communications 16 (2), 1024-1036, 2016
2932016
Providing adaptive QoS to layered video over wireless local area networks through real-time retry limit adaptation
Q Li, M Van der Schaar
IEEE Transactions on multimedia 6 (2), 278-290, 2004
2922004
Vime: Extending the success of self-and semi-supervised learning to tabular domain
J Yoon, Y Zhang, J Jordon, M Van der Schaar
Advances in Neural Information Processing Systems 33, 11033-11043, 2020
2782020
Estimating missing data in temporal data streams using multi-directional recurrent neural networks
J Yoon, WR Zame, M van der Schaar
IEEE Transactions on Biomedical Engineering 66 (5), 1477-1490, 2018
2772018
Dynamic-deephit: A deep learning approach for dynamic survival analysis with competing risks based on longitudinal data
C Lee, J Yoon, M Van Der Schaar
IEEE Transactions on Biomedical Engineering 67 (1), 122-133, 2019
2722019
A machine learning approach for tracking and predicting student performance in degree programs
J Xu, KH Moon, M Van Der Schaar
IEEE Journal of Selected Topics in Signal Processing 11 (5), 742-753, 2017
2682017
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