Hidden Markov Models, Viterbi and the Higgs Boson
Hidden Markov Models, Viterbi and the Higgs Boson
Written by Mike James   
Saturday, 19 May 2012

It isn't often that you get the chance to view a video that includes a discussion of a wide range of very technical topics. In this interview, Brian Beckman really does range over topics as diverse as the Viterbi algorithm and the Higgs boson.

Brian Beckman is an ex-cosmologist who now works for Microsoft Research. He seems to have the luck to work on interesting things:

"His team works on innovative incubation projects that turn into developer platform features (like LINQ, for example) and more."

In this video he discusses the implementation of the Viterbi algorithm in C#. If you have no idea what the Viterbi algorithm is then it would take some time to explain it in detail but if you joined in with the Stanford online AI course you will probably know that it is all about Hidden Markov Models - HMM.

In a nutshell an HMM postulates a multi-state system for the production of some outcome with the probabilities of the outcomes varying according to the state. The Viterbi algorithm is a way of estimating the probabilities of the states given the observations. This is useful in a range of AI applications and in error correcting codes. 

 The video is an hour long, but it is worth it:


On the way, the topics covered include Rx, monads and the promised Higgs Boson. 

If you want to download the code demos these are at:

https://github.com/rebcabin/DotNetExtensionsImproved

 

markovhidden

 

Further Reading

Brian Beckman: Monads, Monoids, and Mort

 

 
 
 

blog comments powered by Disqus

 

To be informed about new articles on I Programmer, subscribe to the RSS feed, follow us on Google+, Twitter, Linkedin or Facebook, install the I Programmer Toolbar or sign up for our weekly newsletter.

 

Banner


The Computer Science Breakthrough Of The Decade Now Reinstated!
10/01/2017

This is almost unprecedented. First we have a major result in computer science. A couple of months later  it is suddenly retracted, causing a wave of disappointment through the community. But to  [ ... ]



Image Compression With AI
14/01/2017

Google has just announced an image compression method that is revolutionary in more ways than one. Basically it relies on an AI algorithm to sharpen parts of the image based on what is already there.& [ ... ]


More News

 

 

Last Updated ( Saturday, 19 May 2012 )
 
 

   
Banner
Banner
RSS feed of news items only
I Programmer News
Copyright © 2017 i-programmer.info. All Rights Reserved.
Joomla! is Free Software released under the GNU/GPL License.