Unfortunately this cannot be done with the standard theme options as Buddypress overwrites and sets one sidebar for all Buddypress pages.
I believe it is possible using the bp_has_members() function but this would come under the Customization forum if you wanted this completed.
No reply from BP yet. This is the plugin: http://wordpress.org/plugins/simple-page-sidebars/
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