You could use a plugin such as Widget Options.
With this plugin you can select widgets to display only on certain pages, so you would add your widget(s) to the page sidebar, then set the widget to display only on the pages you want.
Then on other pages, the widget will not be displayed, and the theme will see the sidebar as being empty, and not show the sidebar.