All that can presently (May 2013) be gleaned about by internet searching is that Eugene Salzer is the one-off composer of
In Cherry Blossom Time (1914) published by
Shapiro, Bernstein & Co., New York & Chicago, USA.
Surfers are welcome to contribute information about this composer.