_next-generation-variational-methods-averaging-tempering-and-stochastic-approximations-stephan-mandt.jpg "Next Generation Variational Methods: Averaging, Tempering and Stochastic Approximations Stephan Mandt from models meaning science Video Screenshot Preview")
GalleryPlay Video:
(Note: The default playback of the video is HD VERSION. If your browser is buffering the video slowly, please play the REGULAR MP4 VERSION or Open The Video below for better experience. Thank you!)
⏲ Duration: 24 min 57 sec
✓ Published: 08-Jan-2016
✓ Published: 08-Jan-2016
Description:
Bayesian modeling has become a popular approach to solving unsupervised learning problems. Mandt's team first posits a model that includes hidden patterns and then use a Bayesian inference algorithm to discover those patterns from data. There are many applications of this paradigm, including topic modeling, recommender systems, image clustering, and statistical genetics. In this talk, Mandt will first review variational inference - a fast modern algorithm that maps Bayesian inference to an optim
Bayesian modeling has become a popular approach to solving unsupervised learning problems. Mandt's team first posits a model that includes hidden patterns and then use a Bayesian inference algorithm to discover those patterns from data. There are many applications of this paradigm, including topic modeling, recommender systems, image clustering, and statistical genetics. In this talk, Mandt will first review variational inference - a fast modern algorithm that maps Bayesian inference to an optim
Share with your friends:
Whatsapp | Viber | Telegram | Line | SMS
Email | Twitter | Reddit | Tumblr | Pinterest
Related Videos
_the-concept-of-a-scientific-model.webp "Scott Ramsay")
_scientific-models.webp "George Samuels")
_breaking-down-language-barriers-math-for-ells.webp "This video is hosted as part of the NSF 2016 STEM For All Video Showcase at: http://videohall.com/p/700nPlease join the conversation during this event May 17-May 24, 2016nnMathematics Instruction for English Language Learners (MIELL) is a CAREER research project funded by the National Science Foundation to Texas State University. The main research goal of this project is to empirically estimate whether and which classroom factors contribute to mathematics learning gains of English Language Learn")
_what-is-a-scientific-model.webp "John M. Aiken")
_our-journey-to-carbon-net-zero-midas-pattern-company-mp4.webp "www.midaspattern.co.uk/green-initiativennFrom 1st January 2021 all Midas products, including our PU mouldings, MRIM & FASTrim tooling, foundry pattern equipment, and engineering models will be delivered completely carbon neutral.In addition to our carbon-neutral manufacturing status, certified by the Carbon Trust, we have also committed to fully mitigate the embodied Carbon within all our products and are therefore 'Carbon Net-Zero'. nnOur Carbon neutral status, embodied Carbon mitigation")
_the-astronomical-mystery-of-the-local-hole.webp "John Michael Godier")
_unexplained-mysteries-in-the-universe-124-space-documentary-4k.webp "Spacedust")
⏲ 2 hours 57 minutes 57 seconds 👁 16.7K
_biological-freudianism-long-lasting-effects-on-environmental-factors-through-influences-on-the-epigenome-frances-champ.webp "Epigenetics and the Transgenerational Impact of the Social EnvironmentnFrances Champagne, Columbia University, New York, USAnnDevelopment occurs within a social context. The critical role of the social environment in shaping our brain and behavior has long been inferred from the association between early social deprivation (in the form of infant neglect or abuse) and adverse neurodevelopmental outcomes associated with increased risk of psychiatric illness. A critical question raised by these fin")
⏲ 21 min 17 sec ✓ 24-Oct-2011
_the-concept-of-a-scientific-model.jpg)
_scientific-models.jpg)
_breaking-down-language-barriers-math-for-ells.jpg)
_what-is-a-scientific-model.jpg)
_our-journey-to-carbon-net-zero-midas-pattern-company-mp4.jpg)
_the-astronomical-mystery-of-the-local-hole.jpg)
_unexplained-mysteries-in-the-universe-124-space-documentary-4k.jpg)
_biological-freudianism-long-lasting-effects-on-environmental-factors-through-influences-on-the-epigenome-frances-champ.jpg)
![[+]](/images/menu.gif){kind=small}