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
Cem TekinAssociate Professor, Bilkent University, TurkeyVerified email at ee.bilkent.edu.tr
Yu ZhangGoogleVerified email at google.com
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
Hyunggon ParkProfessor of Electronic and Electrical Engineering, Ewha Womans UniversityVerified email at ewha.ac.kr
Onur AtanUniversity of California, Los AngelesVerified email at ucla.edu
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	896	2018
Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms M Van Der Schaar IEEE wireless Communications 12 (4), 50-58, 2005	696	2005
Time-series generative adversarial networks J Yoon, D Jarrett, M Van der Schaar Advances in neural information processing systems 32, 2019	622	2019
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	607	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	547	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	431	2018
Combined MPEG-4 FGS and modulation algorithm for wireless video transmission J Meehan, M van der Schaar US Patent 6,909,753, 2005	409	2005
PATE-GAN: Generating synthetic data with differential privacy guarantees J Jordon, J Yoon, M Van Der Schaar International conference on learning representations, 2018	394	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
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	348	2019
GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets J Yoon, J Jordon, M van der Schaar ICLR, 2018	332	2018
Reputation-based incentive protocols in crowdsourcing applications Y Zhang, M Van der Schaar 2012 Proceedings IEEE INFOCOM, 2140-2148, 2012	330	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
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	279	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	270	2016
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	268	2017
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	241	2008
Cross-layer packetization and retransmission strategies for delay-sensitive wireless multimedia transmission M van der Schaar, DS Turaga IEEE transactions on Multimedia 9 (1), 185-197, 2006	222	2006

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