Lessoned Code
Friday, December 30, 2011
Results from Sum-Product Networks
›
I'm now experimenting with sum-product networks . I will show you some obtained results. Predicting a half of the image The above pictu...
1 comment:
Monday, October 24, 2011
The Big Picture
›
It is helpful to view all machine-learning methods as approximations of Bayesian inference. It allows to devise new approximations or to mak...
2 comments:
Sunday, October 2, 2011
Intro to Sum-Product Networks
›
In 2011, a new probabilistic model was proposed. It is fast. It can represent many probability functions. And its learning prefers simple ex...
6 comments:
Wednesday, September 7, 2011
Decision Trees without Pruning
›
Do you want to improve generalization of a decision tree? Do no pruning. Try full Bayesian weighting instead. A prediction can be still done...
1 comment:
Sunday, August 7, 2011
To the edge of our galaxy
›
It is possible to travel 500+ light years in 80 years. And you don't need to travel faster than light. Stephen Hawking mentioned the pos...
Sunday, June 26, 2011
A Bayesian Sequence Predictor
›
It is possible to use Bayesian inference for sequence prediction. I will show how to predict a continuation of a binary sequence. For exampl...
1 comment:
Saturday, August 14, 2010
You don't see everything
›
Your perception is suppressed before a movement of your eyes. You cannot see your eyes moving when looking into a mirror. Look at the left e...
›
Home
View web version