Should be able to hide them using CSS.
Suppose your category is called “My Events”, there should be a CSS class on the body that looks like category-my-events.
You can use that to hide the navigation bar (aka. Latest / Top / …) with the following
.category-my-events #navigation-bar { display: none; }