Billionaire investor Carl Icahn Thursday filed a proxy slate to unseat Yahoo!'s board, accusing its directors of acting "irrationally" and setting the stage for what could be a battle for control of the Internet company.

Icahn's move—preceded by his purchase of roughly 10 million Yahoo shares and options to acquire 49 million more—is largely a bet that he can interest Microsoft in reconsidering its abandoned bid for Yahoo!.