Mihaela van der Schaar

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Jinsung YoonResearch Scientist at Google Cloud AIVerified email at google.com
Ahmed M. AlaaAssistant Professor, UC Berkeley and UCSFVerified email at berkeley.edu
Jie XuAssociate Professor, Electrical and Computer Engineering, University of MiamiVerified email at miami.edu
William ZameProfessor of Economics, UCLAVerified email at econ.ucla.edu
Deepak S. TuragaOden TechnologiesVerified email at oden.io
Hayder RadhaFoundation Professor - Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu
Yiannis AndreopoulosUniversity College LondonVerified email at ee.ucl.ac.uk
Yu ZhangGoogleVerified email at google.com
Cem TekinAssociate Professor, Bilkent University, TurkeyVerified email at ee.bilkent.edu.tr
James JordonResearch Assistant, The Alan Turing InstituteVerified email at turing.ac.uk
Nicholas MastronardeAssociate Professor, Department of Electrical Engineering, University at BuffaloVerified email at buffalo.edu
Yuanzhang XiaoUniversity of Hawaii at ManoaVerified email at hawaii.edu
Ioana BicaResearch Scientist at DeepMindVerified email at google.com
Daniel JarrettResearch Scientist at DeepMindVerified email at deepmind.com
Changhee LeeAssistant Professor, Chung-Ang UniversityVerified email at cau.ac.kr
Zhaozhi QianDAMTP, University of CambridgeVerified email at cam.ac.uk
Shaolei RenUniversity of California, RiversideVerified email at ucr.edu
Hyunggon ParkProfessor of Electronic and Electrical Engineering, Ewha Womans UniversityVerified email at ewha.ac.kr
Raffaele BugiardiniProfessor of Cardiology, University of BolognaVerified email at unibo.it
Edina CenkoResearch Fellow, University of BolognaVerified email at unibo.it

Mihaela van der Schaar

University of Cambridge, The Alan Turing Institute

Verified email at ee.ucla.edu - Homepage

machine learning ML for healthcare compression and streaming multi-user networking game-theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Gain: Missing data imputation using generative adversarial nets J Yoon, J Jordon, M Schaar International conference on machine learning, 5689-5698, 2018	972	2018
Time-series generative adversarial networks J Yoon, D Jarrett, M Van der Schaar Advances in neural information processing systems 32, 2019	700	2019
Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms M Van Der Schaar IEEE wireless Communications 12 (4), 50-58, 2005	697	2005
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	635	2020
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	550	2001
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	460	2018
PATE-GAN: Generating synthetic data with differential privacy guarantees J Jordon, J Yoon, M Van Der Schaar International conference on learning representations, 2018	423	2018
Combined MPEG-4 FGS and modulation algorithm for wireless video transmission J Meehan, M van der Schaar US Patent 6,909,753, 2005	402	2005
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	374	2019
GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets J Yoon, J Jordon, M van der Schaar ICLR, 2018	358	2018
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	353	2003
Reputation-based incentive protocols in crowdsourcing applications Y Zhang, M Van der Schaar 2012 Proceedings IEEE INFOCOM, 2140-2148, 2012	332	2012
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	290	2004
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	285	2017
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	285	2015
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	271	2016
System and method for fine granular scalable video with selective quality enhancement Y Chen, H Radha, M van der Schaar US Patent 6,263,022, 2001	248	2001
In-band motion compensated temporal filtering Y Andreopoulos, A Munteanu, J Barbarien, M Van der Schaar, J Cornelis, ... Signal Processing: Image Communication 19 (7), 653-673, 2004	245	2004
Queuing-based dynamic channel selection for heterogeneous multimedia applications over cognitive radio networks HP Shiang, M Van Der Schaar IEEE Transactions on multimedia 10 (5), 896-909, 2008	242	2008
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	229	2017

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