The DP psyche

Background: Bipolar disorders are characterized by a series of both depressive and manic or hypomanic episodes. Although common and expensive to treat, the clinical assessment of bipolar disorder is still ill-defined. Objective: In the current ...

We introduce a multiple target optimization framework for DP-SGD referred to as pro-active DP. In contrast to traditional DP accountants, which are used to track the expenditure of privacy budgets, the pro-active DP scheme allows one to a-priori select ...

Extractive summarization aims to extract sentences containing critical information from the original text, one of the mainstream methods for summarization. Generally, extractive summarization is regarded as a sentence binary classification task in ...