منابع مشابه
Faster Asynchronous SGD
Asynchronous distributed stochastic gradient descent methods have trouble converging because of stale gradients. A gradient update sent to a parameter server by a client is stale if the parameters used to calculate that gradient have since been updated on the server. Approaches have been proposed to circumvent this problem that quantify staleness in terms of the number of elapsed updates. In th...
متن کاملBayon Digital Archival Project
We have been digitizing the Bayon temple, which is located at the center of Angkor-Tom in the kingdom of Cambodia. We have been planning three times on-site measurement, and have thus far completed the second mission. In this paper, we will present an overview of this on-going “Bayon Digital Archival Project”. This project has three main topics: global geometry, face library, and fine geometry....
متن کاملThe Digital Michelangelo Project
As an application of this technology, I and a team of 30 faculty, staff, and students from Stanford University and the University of Washington spent the 1998-99 academic year digitizing the sculptures and architecture of Michelangelo. During this time, we scanned the David, the Unfinished Slaves, and the St. Matthew, all located in the Galleria dell’Accademia in Florence, the four allegorical ...
متن کاملDigital Project Resources
Please note that these links are provided as a convenience and for informational purposes only; they do not constitute an endorsement or an approval by Southern Illinois University Carbondale’s Morris Library. SIU Carbondale bears no responsibility for the accuracy, legality, or content of the external site, or for that of subsequent links. Contact the external site for answers to questions reg...
متن کاملStatistical inference using SGD
We present a novel method for frequentist statistical inference in M -estimation problems, based on stochastic gradient descent (SGD) with a fixed step size: we demonstrate that the average of such SGD sequences can be used for statistical inference, after proper scaling. An intuitive analysis using the OrnsteinUhlenbeck process suggests that such averages are asymptotically normal. From a prac...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Территория новых возможностей. Вестник Владивостокского государственного университета экономики и сервиса
سال: 2021
ISSN: 2073-3984
DOI: 10.24866/vvsu/2073-3984/2021-1/105-114