Zobrazeno 1 - 10
of 120
pro vyhledávání: '"Bourgeois, Daniel"'
Autor:
Bourgeois, Daniel, Ding, Zhimin, Jankov, Dimitrije, Li, Jiehui, Sleem, Mahmoud, Tang, Yuxin, Yao, Jiawen, Yao, Xinyu, Jermaine, Chris
We consider the problem of automatically decomposing operations over tensors or arrays so that they can be executed in parallel on multiple devices. We address two, closely-linked questions. First, what programming abstraction should systems for tens
Externí odkaz:
http://arxiv.org/abs/2410.02682
Autor:
Ding, Zhimin, Yao, Jiawen, Barrow, Brianna, Botran, Tania Lorido, Jermaine, Christopher, Tang, Yuxin, Li, Jiehui, Yao, Xinyu, Abdelghafar, Sleem Mahmoud, Bourgeois, Daniel
An obvious way to alleviate memory difficulties in GPU-based AI computing is via CPU offload, where data are moved between GPU and CPU RAM, so inexpensive CPU RAM is used to increase the amount of storage available. While CPU offload is an obvious id
Externí odkaz:
http://arxiv.org/abs/2405.16283
Autor:
Tang, Yuxin, Ding, Zhimin, Jankov, Dimitrije, Yuan, Binhang, Bourgeois, Daniel, Jermaine, Chris
The relational data model was designed to facilitate large-scale data management and analytics. We consider the problem of how to differentiate computations expressed relationally. We show experimentally that a relational engine running an auto-diffe
Externí odkaz:
http://arxiv.org/abs/2306.00088
We consider the question: what is the abstraction that should be implemented by the computational engine of a machine learning system? Current machine learning systems typically push whole tensors through a series of compute kernels such as matrix mu
Externí odkaz:
http://arxiv.org/abs/2009.00524
Autor:
Kowal, Daniel R., Bourgeois, Daniel C.
We develop a fully Bayesian framework for function-on-scalars regression with many predictors. The functional data response is modeled nonparametrically using unknown basis functions, which produces a flexible and data-adaptive functional basis. We i
Externí odkaz:
http://arxiv.org/abs/1808.06689
Publikováno v:
In Medical Dosimetry Winter 2020 45(4):e9-e16
Postmastectomy radiotherapy for left-sided breast cancer patients: Comparison of advanced techniques
Publikováno v:
In Medical Dosimetry Spring 2020 45(1):34-40
Publikováno v:
In Medical Dosimetry Fall 2019 44(3):193-198