Statistical aspects of Wasserstein distances VM Panaretos, Y Zemel Annual review of statistics and its application 6, 405-431, 2019 | 546 | 2019 |
An Invitation to Statistics in Wasserstein Space VM Panaretos, Y Zemel Springer Nature, 2020 | 180 | 2020 |
Fréchet means and Procrustes analysis in Wasserstein space Y Zemel, VM Panaretos | 114 | 2019 |
Amplitude and phase variation of point processes VM Panaretos, Y Zemel | 114 | 2016 |
Procrustes metrics on covariance operators and optimal transportation of Gaussian processes V Masarotto, VM Panaretos, Y Zemel Sankhya A 81, 172-213, 2019 | 69 | 2019 |
Optimal transport: Fast probabilistic approximation with exact solvers M Sommerfeld, J Schrieber, Y Zemel, A Munk Journal of Machine Learning Research 20 (105), 1-23, 2019 | 42 | 2019 |
Randomized Wasserstein Barycenter Computation: Resampling with Statistical Guarantees F Heinemann, A Munk, Y Zemel SIAM Journal on Mathematics of Data Science 4 (1), 229-259, 2022 | 18 | 2022 |
A unified measure of linear and nonlinear selection on quantitative traits JM Henshaw, Y Zemel Methods in Ecology and Evolution 8 (5), 604-614, 2017 | 16 | 2017 |
Limit laws for empirical optimal solutions in random linear programs M Klatt, A Munk, Y Zemel Annals of Operations Research 315 (1), 251-278, 2022 | 12* | 2022 |
Optimal transportation: Continuous and discrete Y Zemel Master’s thesis, École polytechnique fédérale de Lausanne, 2012 | 7 | 2012 |
Transportation-based functional ANOVA and PCA for covariance operators V Masarotto, VM Panaretos, Y Zemel Electronic Journal of Statistics 18 (1), 1887-1916, 2024 | 5 | 2024 |
Fréchet means in Wasserstein space: theory and algorithms Y Zemel EPFL, 2017 | 3 | 2017 |
Bayesian semiparametric modelling of phase-varying point processes B Galasso, Y Zemel, M de Carvalho Electronic Journal of Statistics 16 (1), 2518-2549, 2022 | 1 | 2022 |
Fréchet means in Wasserstein space: gradient descent and Procrustes analysis Y Zemel, VM Panaretos Technical Report 01-16, Chair of Mathematical Statistics, EPFL, http://smat …, 2016 | 1 | 2016 |
Supplement to “Amplitude and phase variation of point processes.” VM Panaretos, Y Zemel DOI, 2015 | 1 | 2015 |
Non-injectivity of Bures--Wasserstein barycentres in infinite dimensions Y Zemel arXiv preprint arXiv:2311.09385, 2023 | | 2023 |
Discussion on “Functional models for time-varying random objects” by Dubey, P. & Müller, H.-G. Y Zemel Journal of the Royal Statistical Society (Series B) 82 (2), 316, 2020 | | 2020 |
Fréchet means in Wasserstein space Y Zemel EPFL, 2017 | | 2017 |
Appendix S1: Proofs of properties of the DSD and maximizers JM Henshaw, Y Zemel | | 2017 |
Optimal Transportation Y Zemel | | 2012 |