https://www.polarbearscanada.ca/sites/default/files/public/hunting_polar_bear_in_the_winter_englishinuktitut_tumble_1.pdf

Surprisingly, yes. The Inuit have for generations.

I was honestly expecting the answer to be that they would kill them in self defense, or if the bear was threatening a more sane food source, and eating it was only rational.