1 code implementation • 27 Oct 2021 • Joseph J. Pfeiffer III, Denis Charles, Davis Gilton, Young Hun Jung, Mehul Parsana, Erik Anderson
We introduce a secure multi-party compute (MPC) protocol that utilizes "helper" parties to train models, so that once data leaves the browser, no downstream system can individually construct a complete picture of the user activity.
no code implementations • 24 Apr 2018 • Mehul Parsana, Krishna Poola, Yajun Wang, Zhiguang Wang
The CTR prediction problem is modeled as a supervised recurrent neural network, which naturally model the user history as a sequence of events.
no code implementations • NeurIPS 2007 • Mehul Parsana, Sourangshu Bhattacharya, Chiru Bhattacharya, K. Ramakrishnan
This paper introduces kernels on attributed pointsets, which are sets of vectors embedded in an euclidean space.