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researcher

Laya Ghodrati

4 papers hereh-index 375 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • math.ST2
  • stat.ME2

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedTransportation of Measure Regression in Higher Dimensions

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2023

On Distributional Autoregression and Iterated Transportation

Laya Ghodrati, Victor M. Panaretos

We consider the problem of defining and fitting models of autoregressive time series of probability distributions on a compact interval of R. An order-1 autoregressive…

stat.ME2021

Distribution-on-Distribution Regression via Optimal Transport Maps

Laya Ghodrati, Victor M. Panaretos

We present a framework for performing regression when both covariate and response are probability distributions on a compact interval Ω⊂R. Our regression model is…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.