114 citations · 381 across the 40 of their papers we have counts for
4 papers · 2 filters
Decentralized Online Big Data Classification - a Bandit Framework
Cem Tekin, Mihaela van der Schaar
Distributed, online data mining systems have emerged as a result of applications requiring analysis of large amounts of correlated and high-dimensional data produced by multiple di…
Distributed Online Learning via Cooperative Contextual Bandits
Cem Tekin, Mihaela van der Schaar
In this paper we propose a novel framework for decentralized, online learning by many learners. At each moment of time, an instance characterized by a certain context may arrive to…
Distributed Online Big Data Classification Using Context Information
Cem Tekin, Mihaela van der Schaar
Distributed, online data mining systems have emerged as a result of applications requiring analysis of large amounts of correlated and high-dimensional data produced by multiple di…
Online Learning in a Contract Selection Problem
Cem Tekin, Mingyan Liu
In an online contract selection problem there is a seller which offers a set of contracts to sequentially arriving buyers whose types are drawn from an unknown distribution. If the…