The thresholdout method [0] for preventing overfitting on a test set is an interesting application of this. Here's a talk on differential privacy applied to th

The thresholdout method [0] for preventing overfitting on a test set is an interesting application of this. Here's a talk on differential privacy applied to the overfitting problem [1] [0] http://andyljones.tumblr.com/post/127547085623/holdout-reuse http://andyljones.tumblr.com/post/127547085623/holdout-reuse [1] https://www.youtube.com/watch?v=9mqXjdnZA18 https://www.youtube.com/watch?v=9mqXjdnZA18