Uncertainty in Artificial Intelligence
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John Langford
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Publications in UAI

UAI-2013
:: Normalized Online Learning

UAI-2012
:: Sample-efficient Nonstationary Policy Evaluation for Contextual Bandits

UAI-2011
:: Efficient Optimal Learning for Contextual Bandits
:: Online Importance Weight Aware Updates

UAI-2009
:: Conditional Probability Tree Estimation Analysis and Algorithms

UAI-2006
:: Predicting Conditional Quantiles via Reduction to Classification


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