47 citations · 327 across the 38 of their papers we have counts for
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cs.AI2012★ 4 cited
Improved Mean and Variance Approximations for Belief Net Responses via Network Doubling
Peter Hooper, Yasin Abbasi-Yadkori, Russell Greiner +1
A Bayesian belief network models a joint distribution with an directed acyclic graph representing dependencies among variables and network parameters characterizing conditional dis…
cs.AI2011★ 39 cited
Online Least Squares Estimation with Self-Normalized Processes: An Application to Bandit Problems
Yasin Abbasi-Yadkori, David Pal, Csaba Szepesvari
The analysis of online least squares estimation is at the heart of many stochastic sequential decision making problems. We employ tools from the self-normalized processes to provid…