Uniform convergence of local Fréchet regression with applications to locating extrema and time warping for metric space valued trajectories

Functional models for time-varying random objects

(2020) Paromita Dubey et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Fréchet regression for random objects with Euclidean predictors

(2019) Alexander Petersen et al.   ANNALS OF STATISTICS

Deep Canonical Time Warping for Simultaneous Alignment and Representation Learning of Sequences

(2018) George Trigeorgis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Existence and consistency of Wasserstein barycenters

(2016) Thibaut Le Gouic et al.   PROBABILITY THEORY AND RELATED FIELDS

Functional Data Analysis of Amplitude and Phase Variation

(2015) J. S. Marron et al.   STATISTICAL SCIENCE

Graph theoretic analysis of structural connectivity across the spectrum of Alzheimer's disease: The importance of graph creation methods

(2015) David J. Phillips et al.   NeuroImage-Clinical

Functional Brain Connectivity Using fMRI in Aging and Alzheimer’s Disease

(2014) Emily L. Dennis et al.   NEUROPSYCHOLOGY REVIEW

Optimal two-stage procedures for estimating location and size of the maximum of a multivariate regression function

(2013) Eduard Belitser et al.   ANNALS OF STATISTICS

Resting-state functional connectivity in normal brain aging

(2013) Luiz Kobuti Ferreira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

On the meaning of mean shape: manifold stability, locus and the two sample test

(2012) Stephan F. Huckemann   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Local polynomial regression for symmetric positive definite matrices

(2012) Ying Yuan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Barycenters in the Wasserstein Space

(2011) Martial Agueh et al.   SIAM JOURNAL ON MATHEMATICAL ANALYSIS

Nonparametric Regression between General Riemannian Manifolds

(2010) Florian Steinke et al.   SIAM Journal on Imaging Sciences

Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging

(2009) Ian L. Dryden et al.   Annals of Applied Statistics

Limit distribution theory for maximum likelihood estimation of a log-concave density

(2009) Fadoua Balabdaoui et al.   ANNALS OF STATISTICS

Complex brain networks: graph theoretical analysis of structural and functional systems

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Pairwise curve synchronization for functional data

(2008) R. Tang et al.   BIOMETRIKA