153 citations · 1.2k across the 73 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.IT2014
Asymptotics of Continuous Bayes for Non-i.i.d. Sources
Tor Lattimore, Marcus Hutter
Clarke and Barron analysed the relative entropy between an i.i.d. source and a Bayesian mixture over a continuous class containing that source. In this paper a comparable result is…
cs.LG2014★ 82 cited
Bounded Regret for Finite-Armed Structured Bandits
Tor Lattimore, Remi Munos
We study a new type of K-armed bandit problem where the expected return of one arm may depend on the returns of other arms. We present a new algorithm for this general class of pro…
cs.LG2014★ 11 cited
Optimal Resource Allocation with Semi-Bandit Feedback
Tor Lattimore, Koby Crammer, Csaba Szepesvári
We study a sequential resource allocation problem involving a fixed number of recurring jobs. At each time-step the manager should distribute available resources among the jobs in…