2 papers
cs.IR2018
Learning Recommendations While Influencing Interests
Rahul Meshram, D. Manjunath, Nikhil Karamchandani
Personalized recommendation systems (RS) are extensively used in many services. Many of these are based on learning algorithms where the RS uses the recommendation history and the…
cs.LG2016
Optimal Recommendation to Users that React: Online Learning for a Class of POMDPs
Rahul Meshram, Aditya Gopalan, D. Manjunath
We describe and study a model for an Automated Online Recommendation System (AORS) in which a user's preferences can be time-dependent and can also depend on the history of past re…