Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Damaraju, Aneel"'
Autor:
Sahs, Justin, Pyle, Ryan, Damaraju, Aneel, Caro, Josue Ortega, Tavaslioglu, Onur, Lu, Andy, Patel, Ankit
Understanding the learning dynamics and inductive bias of neural networks (NNs) is hindered by the opacity of the relationship between NN parameters and the function represented. We propose reparametrizing ReLU NNs as continuous piecewise linear spli
Externí odkaz:
http://arxiv.org/abs/2008.01772
Autor:
Damaraju, Sarita, Damaraju, Aneel, Hagemeister, Douglas, Yu, Sara, Brehm, Matthew, Fan, Carolyn, Williamson, Robert, Williamson, Frances, Mendoza, Michelle A., Emran, Mohammad
Publikováno v:
In Canadian Journal of Diabetes April 2013 37 Supplement 2:S264-S264
Autor:
Hagemeister, Douglas, Damaraju, Sarita, Damaraju, Aneel, Fan, Carolyn, Brehm, Mathew, Yu, Sara, Williamson, Robert, Williamson, Frances, Carrell, Coleen, Emran, Mohammad, Surani, Salim
Publikováno v:
In Chest 23-26 October 2011 140(4) Supplement:395A-395A
Autor:
Justin Sahs, Ryan Pyle, Aneel Damaraju, Josue Ortega Caro, Onur Tavaslioglu, Andy Lu, Fabio Anselmi, Ankit B. Patel
Publikováno v:
Frontiers in Artificial Intelligence. 5
Understanding the learning dynamics and inductive bias of neural networks (NNs) is hindered by the opacity of the relationship between NN parameters and the function represented. Partially, this is due to symmetries inherent within the NN parameteriz
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c6c7da5fe13e8c0c1d183edfffd8079f
https://doi.org/10.3389/frai.2022.889981
https://doi.org/10.3389/frai.2022.889981
Autor:
Sahs J; Department of Neuroscience, Baylor College of Medicine, Houston, TX, United States., Pyle R; Department of Neuroscience, Baylor College of Medicine, Houston, TX, United States., Damaraju A; Department of Electrical Engineering, Rice University, Houston, TX, United States., Caro JO; Department of Neuroscience, Baylor College of Medicine, Houston, TX, United States., Tavaslioglu O; Department of Computational and Applied Mathematics, Rice University, Houston, TX, United States., Lu A; Department of Electrical Engineering, Rice University, Houston, TX, United States., Anselmi F; Department of Neuroscience, Baylor College of Medicine, Houston, TX, United States., Patel AB; Department of Neuroscience, Baylor College of Medicine, Houston, TX, United States.; Department of Electrical Engineering, Rice University, Houston, TX, United States.
Publikováno v:
Frontiers in artificial intelligence [Front Artif Intell] 2022 May 11; Vol. 5, pp. 889981. Date of Electronic Publication: 2022 May 11 (Print Publication: 2022).