Zobrazeno 1 - 10
of 892
pro vyhledávání: '"Auerbach, Randy"'
Autor:
Wörtwein, Torsten, Allen, Nicholas, Sheeber, Lisa B., Auerbach, Randy P., Cohn, Jeffrey F., Morency, Louis-Philippe
Personalized prediction is a machine learning approach that predicts a person's future observations based on their past labeled observations and is typically used for sequential tasks, e.g., to predict daily mood ratings. When making personalized pre
Externí odkaz:
http://arxiv.org/abs/2306.08149
Autor:
Liang, Paul Pu, Cheng, Yun, Fan, Xiang, Ling, Chun Kai, Nie, Suzanne, Chen, Richard, Deng, Zihao, Allen, Nicholas, Auerbach, Randy, Mahmood, Faisal, Salakhutdinov, Ruslan, Morency, Louis-Philippe
The recent explosion of interest in multimodal applications has resulted in a wide selection of datasets and methods for representing and integrating information from different modalities. Despite these empirical advances, there remain fundamental re
Externí odkaz:
http://arxiv.org/abs/2302.12247
Autor:
Voorspoels, Wouter, Proost, Sebastian, Mortier, Philippe, Kiekens, Glenn, Alonso, Jordi, Raes, Jeroen, Falony, Gwen, Vieira-Silva, Sara, van Oudenhove, Lukas, Cuijpers, Pim, Auerbach, Randy P., Bootsma, Erik, Jansen, Leontien, Van Den Houte, Karen, Kessler, Ronald C., Tack, Jan, Bruffaerts, Ronny
Publikováno v:
In Gastroenterology November 2024 167(6):1213-1216
Autor:
Liang, Paul Pu, Liu, Terrance, Cai, Anna, Muszynski, Michal, Ishii, Ryo, Allen, Nicholas, Auerbach, Randy, Brent, David, Salakhutdinov, Ruslan, Morency, Louis-Philippe
Mental health conditions remain underdiagnosed even in countries with common access to advanced medical care. The ability to accurately and efficiently predict mood from easily collectible data has several important implications for the early detecti
Externí odkaz:
http://arxiv.org/abs/2106.13213
Autor:
Miranda-Mendizabal, Andrea, Castellví, Pere, Vilagut, Gemma, Alayo, Itxaso, Almenara, José, Ballester, Laura, Echeburúa, Enrique, Gabilondo, Andrea, Gili, Margalida, Mortier, Philippe, Piqueras, José Antonio, Roca, Miquel, Auerbach, Randy P., Bruffaerts, Ronny, Kessler, Ronald C., Alonso Caballero, Jordi
Publikováno v:
In Journal of Affective Disorders 15 May 2024 353:52-59
Autor:
Liu, Terrance, Liang, Paul Pu, Muszynski, Michal, Ishii, Ryo, Brent, David, Auerbach, Randy, Allen, Nicholas, Morency, Louis-Philippe
Mental health conditions remain under-diagnosed even in countries with common access to advanced medical care. The ability to accurately and efficiently predict mood from easily collectible data has several important implications towards the early de
Externí odkaz:
http://arxiv.org/abs/2012.02359
Autor:
Liang, Paul Pu, Liu, Terrance, Ziyin, Liu, Allen, Nicholas B., Auerbach, Randy P., Brent, David, Salakhutdinov, Ruslan, Morency, Louis-Philippe
Federated learning is a method of training models on private data distributed over multiple devices. To keep device data private, the global model is trained by only communicating parameters and updates which poses scalability challenges for large mo
Externí odkaz:
http://arxiv.org/abs/2001.01523
Autor:
Liu, Chengwen, Belleau, Emily L., Dong, Daifeng, Sun, Xiaoqiang, Xiong, Ge, Pizzagalli, Diego A., Auerbach, Randy P., Wang, Xiang, Yao, Shuqiao
Publikováno v:
In Journal of Affective Disorders 15 September 2023 337:159-168
Autor:
Umemoto, Akina, Zhou, Zhixin, Millon, Emma M., Koshy, Christina S., Taylor, Sydney M., Spann, Marisa N., Monk, Catherine, Marsh, Rachel, Rosellini, Anthony J., Auerbach, Randy P.
Publikováno v:
In Biological Psychology September 2023 182