The Evolution of Embedding Table Optimization and Multi-Epoch Training in Pinterest Ads Conversion. - Andrew Qiu; Shubham Barhate; Hin Wai Lui; Runze Su; Rafael Rios Müller; Kungang Li; Ling Leng; Han Sun; Shayan Ehsani; Zhifang Liu (CoRR, 2025)