no code implementations • 10 May 2022 • Manoj Reddy Dareddy, Zijun Xue, Nicholas Lin, Junghoo Cho
We model the next item prediction problem using the Bayesian framework and capture the probability of appearance of a sequence through the posterior mean of the Beta distribution.
no code implementations • 22 Aug 2019 • Manoj Reddy Dareddy, Mahashweta Das, Hao Yang
Supervised machine learning tasks in networks such as node classification and link prediction require us to perform feature engineering that is known and agreed to be the key to success in applied machine learning.
no code implementations • 4 Jun 2018 • Manoj Reddy Dareddy, Ariyam Das, Junghoo Cho, Carlo Zaniolo
Most industrial recommender systems rely on the popular collaborative filtering (CF) technique for providing personalized recommendations to its users.