no code implementations • 12 Sep 2022 • Rohan Anil, Sandra Gadanho, Da Huang, Nijith Jacob, Zhuoshu Li, Dong Lin, Todd Phillips, Cristina Pop, Kevin Regan, Gil I. Shamir, Rakesh Shivanna, Qiqi Yan
For industrial-scale advertising systems, prediction of ad click-through rate (CTR) is a central problem.
no code implementations • 1 Jan 2021 • Rohan Anil, Vineet Gupta, Tomer Koren, Kevin Regan, Yoram Singer
Optimization in machine learning, both theoretical and applied, is presently dominated by first-order gradient methods such as stochastic gradient descent.
1 code implementation • 20 Feb 2020 • Rohan Anil, Vineet Gupta, Tomer Koren, Kevin Regan, Yoram Singer
Optimization in machine learning, both theoretical and applied, is presently dominated by first-order gradient methods such as stochastic gradient descent.
2 code implementations • NeurIPS 2018 • Gamaleldin F. Elsayed, Dilip Krishnan, Hossein Mobahi, Kevin Regan, Samy Bengio
We present a formulation of deep learning that aims at producing a large margin classifier.