_next-generation-variational-methods-averaging-tempering-and-stochastic-approximations-stephan-mandt.jpg "Next Generation Variational Methods: Averaging, Tempering and Stochastic Approximations Stephan Mandt from meaning of inference in 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
_observations-and-inferences.webp "Teacher's Pet")
_inferences-124-making-inferences-124-award-winning-inferences-teaching-video-124-what-is-an-inference.webp "GrammarSongs by Melissa")
⏲ 6 minutes 8 seconds 👁 606K
_administrator-bill-nelson-testifies-before-house-science-space-amp-tech-committee-on-nasa39s-budget.webp "On Tuesday, the House Science, Space & Technology Committee held a hearing about the Budget Proposal for NASA for Fiscal Year 2025. <br/><br/>Fuel your success with Forbes. Gain unlimited access to premium journalism, including breaking news, groundbreaking in-depth reported stories, daily digests and more. Plus, members get a front-row seat at members-only events with leading thinkers and doers, access to premium video that can help you get ahead, an ad-light experience, early access to select products including NFT drops and more:<br/><br/>https://account.forbes.com/membership/?utm_source=youtube&utm_medium=display&utm_campaign=growth_non-sub_paid_subscribe_ytdescript<br/><br/><br/>Stay Connected<br/>Forbes on Facebook: http://fb.com/forbes<br/>Forbes Video on Twitter: http://www.twitter.com/forbes<br/>Forbes Video on Instagram: http://instagram.com/forbes<br/>More From Forbes:http://forbes.com")
⏲ 2:12:24 👁 80.4M
_what-is-an-inference.webp "Michelle Austin")
_observations-and-inferences.jpg)
_inferences-124-making-inferences-124-award-winning-inferences-teaching-video-124-what-is-an-inference.jpg)
_administrator-bill-nelson-testifies-before-house-science-space-amp-tech-committee-on-nasa39s-budget.jpg)
_what-is-an-inference.jpg)
![[+]](/images/menu.gif){kind=small}