| Gain: Missing data imputation using generative adversarial nets J Yoon, J Jordon, M Schaar International conference on machine learning, 5689-5698, 2018 | 1461 | 2018 |
| Time-series generative adversarial networks J Yoon, D Jarrett, M Van der Schaar Advances in neural information processing systems 32, 2019 | 1304 | 2019 |
| PATE-GAN: Generating synthetic data with differential privacy guarantees J Jordon, J Yoon, M Van Der Schaar International conference on learning representations, 2018 | 838 | 2018 |
| 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 | 750 | 2020 |
| Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms M van Der Schaar IEEE wireless Communications 12 (4), 50-58, 2005 | 717 | 2005 |
| 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 | 690 | 2018 |
| 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 | 556 | 2001 |
| 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 | 534 | 2019 |
| GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets J Yoon, J Jordon, M van der Schaar ICLR, 2018 | 501 | 2018 |
| Combined MPEG-4 FGS and modulation algorithm for wireless video transmission J Meehan, M van der Schaar US Patent 6,909,753, 2005 | 441 | 2005 |
| Reputation-based incentive protocols in crowdsourcing applications Y Zhang, M Van der Schaar 2012 Proceedings IEEE INFOCOM, 2140-2148, 2012 | 363 | 2012 |
| 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 | 360 | 2017 |
| 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 | 360 | 2003 |
| 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 | 357 | 2015 |
| 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 | 297 | 2018 |
| 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 | 295 | 2016 |
| 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 | 293 | 2004 |
| 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 | 288 | 2020 |
| 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 | 287 | 2019 |
| Sex differences in outcomes after STEMI: effect modification by treatment strategy and age E Cenko, J Yoon, S Kedev, G Stankovic, Z Vasiljevic, G Krljanac, ... JAMA internal medicine 178 (5), 632-639, 2018 | 278 | 2018 |
Jinsung YoonResearch Scientist at Google Cloud AIVerified email at google.com