114 citations · 379 across the 34 of their papers we have counts for
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cs.AI2014★ 9 cited
Adaptive Monte Carlo via Bandit Allocation
James Neufeld, András György, Dale Schuurmans +1
We consider the problem of sequentially choosing between a set of unbiased Monte Carlo estimators to minimize the mean-squared-error (MSE) of a final combined estimate. By reducing…
cs.LG2014★ 67 cited
Efficient Multi-Start Strategies for Local Search Algorithms
András György, Levente Kocsis
Local search algorithms applied to optimization problems often suffer from getting trapped in a local optimum. The common solution for this deficiency is to restart the algorithm w…