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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
Loukas, A.; Perraudin, N. "Stationary time-vertex signal processing" EURASIP Journal on Advances in Signal Processing 2019 1 36 2019 View publication
Journal Article
Wei, Y.; Wang, Y.; Di, Q.; Choirat, C.; Wang, Y.; Koutrakis, P.; Zanobetti, A.; Dominici, F.; Schwartz, J. D. "Short term exposure to fine particulate matter and hospital admission risks and costs in the Medicare population: time stratified, case crossover study" BMJ l6258 2019 View publication
Journal Article
Walter, J.; Bolognin, S.; Antony, P. M.; Nickels, S. L.; Poovathingal, S. K.; Salamanca, L.; Magni, S.; Perfeito, R.; Hoel, F.; Qing, X.; et al. "Neural Stem Cells of Parkinson's Disease Patients Exhibit Aberrant Mitochondrial Morphology and Functionality" Stem Cell Reports 12 5 878-889 2019 View publication
Journal Article
Kim, C.; Daniels, M. J.; Hogan, J. W.; Choirat, C.; Zigler, C. M. "Bayesian methods for multiple mediators: Relating principal stratification and causal mediation in the analysis of power plant emission controls" The Annals of Applied Statistics 13 3 2019 View publication
Journal Article
Dubois, B.; Delmas, J.; Obozinski, G.; Chaudhuri, K.; Sugiyama, M. "Fast Algorithms for Sparse Reduced-Rank Regression" Proceedings of the Twenty-Second International Conference on Artificial Intelligence and Statistics 89 2415–2424 2019 View publication
Conference Paper
Perraudin, N.; Srivastava, A.; Lucchi, A.; Kacprzak, T.; Hofmann, T.; Réfrégier, A. "Cosmological N-body simulations: a challenge for scalable generative models" Computational Astrophysics and Cosmology 6 1 5 2019 View publication
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