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09/29/2021
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification
We consider a variant of online binary classification where a learner se...
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09/07/2020
Learning to Rank under Multinomial Logit Choice
Learning the optimal ordering of content is an important challenge in we...
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07/20/2020
Filtered Poisson Process Bandit on a Continuum
We consider a version of the continuum armed bandit where an action indu...
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01/08/2020
On Thompson Sampling for Smoother-than-Lipschitz Bandits
Thompson Sampling is a well established approach to bandit and reinforce...
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06/20/2019
Posterior Contraction Rates for Gaussian Cox Processes with Non-identically Distributed Data
This paper considers the posterior contraction of non-parametric Bayesia...
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05/16/2019
Adaptive Sensor Placement for Continuous Spaces
We consider the problem of adaptively placing sensors along an interval ...
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10/04/2018
Adaptive Policies for Perimeter Surveillance Problems
Maximising the detection of intrusions is a fundamental and often critic...
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05/26/2017