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Andrew S. Lan

2 accepted papers

2018

Insense: Incoherent Sensor Selection for Sparse Signals

ICASSP 2018accepted

Sensor selection refers to the problem of intelligently selecting a small subset of a collection of available sensors to reduce the sensing cost while preserving signal acquisition performance. The majority of sensor selection algorithms find the subset of sensors that best recovers an arbitrary sig…

Cited by 0SourceScholar
2017

Contextual multi-armed bandit algorithms for personalized learning action selection

ICASSP 2017accepted

Optimizing the selection of learning resources and practice questions to address each individual student's needs has the potential to improve students' learning efficiency. In this paper, we study the problem of selecting a personalized learning action for each student (e.g. watching a lecture video…

Cited by 0SourceScholar