Home > research resources, tech, thoughts > data is queen?

data is queen?


data is queen?
does it hold in our human being learning process?

not necessary.

the human learning is powerful because it can effectively INFERENCE more knowledge from the limited amount of data. A baby doesn’t need to be fed with all various of clothes to learn the concept with high accuracy of correctly classifying a “cloth”!

the current machine learning obviously runs into a “data over-dependent” era. Data is queen?

A learning machine structure, e.g. a much more sophisticated linkage model than neural network, a high VC dimension classifier with huge capacity to infer from partially-labeled data, etc.

We need a better theory to quantify the learning machine structure.

Advertisements
  1. No comments yet.
  1. No trackbacks yet.

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s

%d bloggers like this: