Yes but recommendations will be limited to what's generally popular at my perceived geolocation instead of personalized to search history.
I get trying to be private and disclosing as little information to Google as possible. However, I've found YouTube unearths interesting content pretty well if you create an account and let it track your preferences a little bit. Especially don't turn off the viewing history, otherwise you'll get the same recommendations over and over and YouTube is kind of useless.