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Yoav Zemel
Yoav Zemel
Bernoulli Instructor, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Statistical aspects of Wasserstein distances
VM Panaretos, Y Zemel
Annual review of statistics and its application 6, 405-431, 2019
5272019
An Invitation to Statistics in Wasserstein Space
VM Panaretos, Y Zemel
Springer Nature, 2020
1742020
Amplitude and phase variation of point processes
VM Panaretos, Y Zemel
1122016
Fréchet means and Procrustes analysis in Wasserstein space
Y Zemel, VM Panaretos
1102019
Procrustes metrics on covariance operators and optimal transportation of Gaussian processes
V Masarotto, VM Panaretos, Y Zemel
Sankhya A 81, 172-213, 2019
692019
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
412019
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
172022
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
162017
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
10*2022
Optimal transportation: Continuous and discrete
Y Zemel
Master’s thesis, École polytechnique fédérale de Lausanne, 2012
72012
Transportation-based functional ANOVA and PCA for covariance operators
V Masarotto, VM Panaretos, Y Zemel
arXiv preprint arXiv:2212.04797, 2022
52022
Fréchet means in Wasserstein space: theory and algorithms
Y Zemel
EPFL, 2017
32017
Bayesian semiparametric modelling of phase-varying point processes
B Galasso, Y Zemel, M de Carvalho
Electronic Journal of Statistics 16 (1), 2518-2549, 2022
12022
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
12016
Supplement to “Amplitude and phase variation of point processes.”
VM Panaretos, Y Zemel
DOI, 2015
12015
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
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Articles 1–20