How to remove "Filter by Date" fields from the search form
This article is valid until GravityView version 1.1.6. For 1.2+ versions check this tutorial about how to set up the Search Bar.
Click the "Configure Field Settings" gear next to the Show Search Bar widget
Uncheck the "Show date filters" checkbox
Add or Update the View
Don't forget to save your changes!