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math.ST2020
Kernel Mean Embedding of Probability Measures and its Applications to Functional Data Analysis
Saeed Hayati, Kenji Fukumizu, Afshin Parvardeh
This study intends to introduce kernel mean embedding of probability measures over infinite-dimensional separable Hilbert spaces induced by functional response statistical models.…
math.PR2020
A drainage network with dependence and the Brownian web
Azadeh Parvaneh, Afshin Parvardeh, Rahul Roy
We study a system of coalescing random walks on the integer lattice in which the walk is oriented in the -th direction and follows certain specified rules. We f…