2 papers
cs.LG2019
Exploiting Relevance for Online Decision-Making in High-Dimensions
Eralp Turgay, Cem Bulucu, Cem Tekin
Many sequential decision-making tasks require choosing at each decision step the right action out of the vast set of possibilities by extracting actionable intelligence from high-d…
stat.ML2018
Multi-objective Contextual Bandit Problem with Similarity Information
Eralp Turğay, Doruk Öner, Cem Tekin
In this paper we propose the multi-objective contextual bandit problem with similarity information. This problem extends the classical contextual bandit problem with similarity inf…