Co-authors: Ruoyan Wang, Sirou Zhu, Chengming Jiang Introduction At LinkedIn, our ads business is powered by click-through-rate (CTR) prediction, a core machine learning model. CTR prediction estimates the probability of clicks between a LinkedIn member and a potential advertisement. That probability is then used for ads auctions, which decide the order of ads...