Install mate-desktop on Ubuntu 14.04 LTS

sudo apt-add-repository ppa:ubuntu-mate-dev/ppa
sudo apt-add-repository ppa:ubuntu-mate-dev/trusty-mate
sudo apt-get update
sudo apt-get install ubuntu-mate-core ubuntu-mate-desktop

After installation, log out and select MATE session then re-login.