Zobrazeno 1 - 10
of 512
pro vyhledávání: '"JESTE, SHAFALI"'
Autor:
Landry, Emma, Senturk, Damla, Jeste, Shafali, DiStefano, Charlotte, Dickinson, Abigail, Telesca, Donatello
A common concern in the field of functional data analysis is the challenge of temporal misalignment, which is typically addressed using curve registration methods. Currently, most of these methods assume the data is governed by a single common shape
Externí odkaz:
http://arxiv.org/abs/2412.08762
Autor:
Marco, Nicholas, Şentürk, Damla, Jeste, Shafali, DiStefano, Charlotte, Dickinson, Abigail, Telesca, Donatello
Mixed membership models are a flexible class of probabilistic data representations used for unsupervised and semi-supervised learning, allowing each observation to partially belong to multiple clusters or features. In this manuscript, we extend the f
Externí odkaz:
http://arxiv.org/abs/2410.00370
Autor:
Marco, Nicholas, Şentürk, Damla, Jeste, Shafali, DiStefano, Charlotte, Dickinson, Abigail, Telesca, Donatello
Mixed membership models are an extension of finite mixture models, where each observation can partially belong to more than one mixture component. A probabilistic framework for mixed membership models of high-dimensional continuous data is proposed w
Externí odkaz:
http://arxiv.org/abs/2212.06906
Autor:
Marco, Nicholas, Şentürk, Damla, Jeste, Shafali, DiStefano, Charlotte, Dickinson, Abigail, Telesca, Donatello
Mixed membership models, or partial membership models, are a flexible unsupervised learning method that allows each observation to belong to multiple clusters. In this paper, we propose a Bayesian mixed membership model for functional data. By using
Externí odkaz:
http://arxiv.org/abs/2206.12084
Autor:
Dickinson, Abigail, Booth, Madison, Daniel, Manjari, Campbell, Alana, Miller, Neely, Lau, Bonnie, Zempel, John, Webb, Sara Jane, Elison, Jed, Lee, Adrian K.C., Estes, Annette, Dager, Stephen, Hazlett, Heather, Wolff, Jason, Schultz, Robert, Marrus, Natasha, Evans, Alan, Piven, Joseph, Pruett, John R., Jr., Jeste, Shafali
Publikováno v:
In Developmental Cognitive Neuroscience October 2024 69
Autor:
McDonald, Nicole M., Qian, Qi, Ferrario, Camila A., Senturk, Damla, Iyer, Sai, Jeste, Shafali S.
Publikováno v:
In Early Human Development February 2025 201
Autor:
Dickinson, Abigail, Ryan, Declan, McNaughton, Gabrielle, Levin, April, Naples, Adam, Borland, Heather, Bernier, Raphael, Chawarska, Katarzyna, Dawson, Geraldine, Dziura, James, Faja, Susan, Kleinhans, Natalia, Sugar, Catherine, Senturk, Damla, Shic, Frederick, Webb, Sara Jane, McPartland, James C., Jeste, Shafali
Publikováno v:
In Clinical Neurophysiology September 2024 165:55-63
Publikováno v:
In Pediatric Neurology June 2024 155:62-67
Autor:
Marco, Nicholas, Şentürk, Damla, Jeste, Shafali, DiStefano, Charlotte C., Dickinson, Abigail, Telesca, Donatello
Publikováno v:
In Computational Statistics and Data Analysis June 2024 194
Autor:
Capal, Jamie K., Jeste, Shafali S.
Publikováno v:
In The Pediatric Clinics of North America April 2024 71(2):241-252