Caroline Moosmueller

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Assistant Professor

University of North Carolina at Chapel Hill

United States

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Caroline Moosmueller is an Assistant Professor at the University of North Carolina at Chapel Hill, USA. Her research areas encompass manifold learning, optimal transport, and applications in cancer prediction and cell dynamics. Recent articles include topics such as linearized Wasserstein dimensionality reduction and Hermite multiwavelets for manifold-valued data.

Recent Grants

Grant: Close

Efficient Distribution Classification Tasks via Optimal Transport Embeddings

Open Date: 2021-01-01

Close Date: 2024-01-01

Articles (13)

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2025

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2024

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2022

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2021

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2021

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2020

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2020

Collaborators (3)

Shiying Li

Postdoctoral Research Associate & Teaching Assistant Professor

University of North Carolina

UNITED STATES

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Mariantonia Cotronei

Associate Professor

University of Calabria

ITALY

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Zehor Belkhatir

Lecturer

De Montfort University

UNITED KINGDOM

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Caroline Moosmueller

Research Interests

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Contact this professor

About

Recent Grants

Articles (13)

Manifold Learning in Wasserstein Space

Linearized Wasserstein dimensionality reduction with approximation guarantees

Approximation properties of slice-matching operators

Supervised learning of sheared distributions using linearized optimal transport

Hermite multiwavelets for manifold-valued data

Long-term p21 and p53 dynamics regulate the frequency of mitosis events and cell cycle arrest following radiation damage

Linear optimal transport embedding: provable Wasserstein classification for certain rigid transformations and perturbations

Pan-Cancer Prediction of Cell-Line Drug Sensitivity Using Network-Based Methods

Hermite B-Splines: <i>n</i>-Refinability and Mask Factorization

Factorization of Hermite subdivision operators from polynomial over-reproduction

Periodicity Scoring of Time Series Encodes Dynamical Behavior of the Tumor Suppressor p53

Stirling numbers and Gregory coefficients for the factorization of Hermite subdivision operators

A Geometric Approach to the Transport of Discontinuous Densities

Collaborators (3)

Shiying Li

Mariantonia Cotronei

Zehor Belkhatir

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