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Székely, E.; Sippel, S.; Knutti, R.; Obozinski, G.; Meinshausen, N. "A direct approach to detection and attribution of climate change" Proceedings of the 9th International Conference on Climate Informatics 2019 View publication
Conference Paper
Hagestedt, I.; Zhang, Y.; Humbert, M.; Berrang, P.; Tang, H.; Wang, X.; Backes, M. "MBeacon: Privacy-Preserving Beacons for DNA Methylation Data" Proceedings 2019 Network and Distributed System Security Symposium 2019 View publication
Conference Paper
Salem, A.; Zhang, Y.; Humbert, M.; Berrang, P.; Fritz, M.; Backes, M. "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models" Proceedings 2019 Network and Distributed System Security Symposium 2019 View publication
Conference Paper
Salem, A.; Berrang, P.; Humbert, M.; Backes, M. "Privacy-Preserving Similar Patient Queries for Combined Biomedical Data" Proceedings on Privacy Enhancing Technologies 2019 1 47-67 2019 View publication
Journal Article
Kalofolias, V.; Perraudin, N. "Large Scale Graph Learning From Smooth Signals" International Conference on Learning Representations 2019 View publication
Conference Paper
Grnarova, P.; Levy, K. Y.; Lucchi, A.; Perraudin, N.; Goodfellow, I.; Hofmann, T.; Krause, A.; Wallach, H.; Larochelle, H.; Beygelzimer, A.; et al. "A Domain Agnostic Measure for Monitoring and Evaluating GANs" Advances in Neural Information Processing Systems 32 2019 View publication
Conference Paper
Perraudin, N.; Defferrard, M.; Kacprzak, T.; Sgier, R. "DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications" Astronomy and Computing 27 130-146 2019 View publication
Journal Article
Isufi, E.; Loukas, A.; Perraudin, N.; Leus, G. "Forecasting Time Series With VARMA Recursions on Graphs" IEEE Transactions on Signal Processing 67 18 4870-4885 2019 View publication
Journal Article
Q, D.; H, A.; I, K.; R, S.; J, K.; M, S.; C, C.; P, K.; A, L.; Y, W.; et al. "Assessing NO2 Exposures with High Spatiotemporal Resolution across the Contiguous United States Using Ensemble Model" Environmental Epidemiology 3 Supplement 1 355-355 2019 View publication
Journal Article
Wasfy, J. H.; Bhambhani, V.; Healy, E. W.; Choirat, C.; Dominici, F.; Wadhera, R. K.; Shen, C.; Wang, Y.; Yeh, R. W. "Relative Effects of the Hospital Readmissions Reduction Program on Hospitals That Serve Poorer Patients" Medical Care 57 12 968-976 2019 View publication
Journal Article
Marafioti, A.; Perraudin, N.; Holighaus, N.; Majdak, P. "A Context Encoder For Audio Inpainting" IEEE/ACM Transactions on Audio, Speech, and Language Processing 27 12 2362-2372 2019 View publication
Journal Article
Awad, Y. A.; Di, Q.; Wang, Y.; Choirat, C.; Coull, B. A.; Zanobetti, A.; Schwartz, J. "Change in PM2.5 exposure and mortality among Medicare recipients: Combining a semi-randomized approach and inverse probability weights in a low exposure population" Environmental Epidemiology 3 4 e054 2019 View publication
Journal Article
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