The present invention provides novel pharmaceutical compositions of dimethyl fumarate. The pharmaceutical compositions of the present invention are in the form of a tablet and comprise one or more extended release polymer matrix. Also provided are pharmaceutical compositions in the form of a capsule comprising one or more tablets of the present invention. Methods of using the pharmaceutical compositions of the present invention for treating multiple sclerosis are also included.