Zobrazeno 1 - 10
of 2 738
pro vyhledávání: '"Gelberg, A."'
Low-rank adaptations (LoRAs) have revolutionized the finetuning of large foundation models, enabling efficient adaptation even with limited computational resources. The resulting proliferation of LoRAs presents exciting opportunities for applying mac
Externí odkaz:
http://arxiv.org/abs/2410.04207
Weight space symmetries in neural network architectures, such as permutation symmetries in MLPs, give rise to Bayesian neural network (BNN) posteriors with many equivalent modes. This multimodality poses a challenge for variational inference (VI) tec
Externí odkaz:
http://arxiv.org/abs/2408.05496
Autor:
Eitan, Yam, Gelberg, Yoav, Bar-Shalom, Guy, Frasca, Fabrizio, Bronstein, Michael, Maron, Haggai
Topological deep learning (TDL) facilitates learning from data represented by topological structures. The primary model utilized in this setting is higher-order message-passing (HOMP), which extends traditional graph message-passing neural networks (
Externí odkaz:
http://arxiv.org/abs/2408.05486
Autor:
Sae Takada, Un Young Chung, Philippe Bourgois, O. Kenrik Duru, Lillian Gelberg, Maria Han, Michael A. Pfeffer, Steve Shoptaw, Kenneth Wells, Marjan Javanbakht
Publikováno v:
Heliyon, Vol 10, Iss 23, Pp e40476- (2024)
Introduction: Influenza causes significant mortality and morbidity in the U.S., yet less than half of adults receive influenza vaccination. We use census-tract level social vulnerability index (SVI) to examine community- and individual-level characte
Externí odkaz:
https://doaj.org/article/c6e1fb459ea04cafa8d2b506d324f3a5
Autor:
Takada, Sae, Chung, Un Young, Bourgois, Philippe, Duru, O. Kenrik, Gelberg, Lillian, Han, Maria, Pfeffer, Michael A., Shoptaw, Steve, Wells, Kenneth, Javanbakht, Marjan
Publikováno v:
In Heliyon 15 December 2024 10(23)
Publikováno v:
In Journal of Substance Use and Addiction Treatment June 2024 161
Autor:
Sonya Gabrielian, Alison B. Hamilton, Lillian Gelberg, Ella R. Koosis, Lauren Hoffmann, David M. Carlson, Alexander S. Young
Publikováno v:
Implementation Research and Practice, Vol 5 (2024)
Background Evidence-based practices (EBPs) improve housing and health for persons who have experienced homelessness with serious mental illness (PEH-SMI) but are challenging to implement. We tested a strategy to support pilot implementation of a 12-s
Externí odkaz:
https://doaj.org/article/a937dea38c014cf29da4f76ae3c7cb64
Autor:
Jane M. Liebschutz, Geetha A. Subramaniam, Rebecca Stone, Noa Appleton, Lillian Gelberg, Travis I. Lovejoy, Amanda M. Bunting, Charles M. Cleland, Karen E. Lasser, Donna Beers, Catherine Abrams, Jennifer McCormack, Gail E. Potter, Ashley Case, Leslie Revoredo, Eve M. Jelstrom, Margaret M. Kline, Li-Tzy Wu, Jennifer McNeely
Publikováno v:
Addiction Science & Clinical Practice, Vol 18, Iss 1, Pp 1-17 (2023)
Abstract Background Preventing progression to moderate or severe opioid use disorder (OUD) among people who exhibit risky opioid use behavior that does not meet criteria for treatment with opioid agonists or antagonists (subthreshold OUD) is poorly u
Externí odkaz:
https://doaj.org/article/482df8cb8ae34403b901e7588dd185f8
We present a novel architecture for person identification based on typing-style, constructed of adaptive non-local spatio-temporal graph convolutional network. Since type style dynamics convey meaningful information that can be useful for person iden
Externí odkaz:
http://arxiv.org/abs/2012.03212
Autor:
Katherine Diaz Vickery, Lillian Gelberg, Audrey Rose Hyson, Ella Strother, Jill Carter, Oscar Oranday Perez, Moncies Franco, Silvio Kavistan, Susan Gust, Edward Adair, Ali’Cia Anderson-Campbell, Lelis Brito, Annette Butler, Tahiti Robinson, John Connett, Michael D. Evans, Karen M. Emmons, W. Scott Comulada, Andrew M. Busch
Publikováno v:
Frontiers in Psychiatry, Vol 15 (2024)
IntroductionPeople living with type 2 diabetes who experience homelessness face a myriad of barriers to engaging in diabetes self-care behaviors that lead to premature complications and death. This is exacerbated by high rates of comorbid mental illn
Externí odkaz:
https://doaj.org/article/cbe7418e0ad54ad099a2e2fbb61d3037