In my presentation at the conference, on slide 8 I improperly compared the high dimensional result of KMV to our result for parameter distance, rather than our result for TV distance. With the correct comparison we only get a polynomial improvement, not the exponential improvement suggested by my talk, and our result in this setting remains far from optimal.