Concepedia

Matthew Faulkner

MF

8

Publications

491

Citations

8

H-Index

2010

Active since

Affiliations

California Institute of Technology(Current)

University of Haifa

Matthew Faulkner is an author at California Institute of Technology specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningDeep LearningCluster ComputingInternet Of ThingsPattern RecognitionStatisticsData Mining

Publications per year

2010–2018

8

Publications

8

The next big one: Detecting earthquakes and other rare events from community-based sensors

Matthew Faulkner, Mark A. Olson, Rishi Chandy et al. · CaltechAUTHORS (California Institute of Technology) · 2011 · 152 citations

Scalable Training of Mixture Models via Coresets

Dan Feldman, Matthew Faulkner, Andreas Krause · 2011 · 101 citations

Online distributed sensor selection

Daniel Golovin, Matthew Faulkner, Andreas Krause · 2010 · 75 citations

Sensor Networks, Engineering, Machine Learning +15

Community sense and response systems

Matthew Faulkner, Robert W. Clayton, Thomas H. Heaton et al. · Communications of the ACM · 2014 · 54 citations · Full text

Smart Sensor, Engineering, Embedded Sensing +23

Training Gaussian mixture models at scale via coresets

Mario Lučić, Matthew Faulkner, Andreas Krause et al. · Repository for Publications and Research Data (ETH Zurich) · 2018 · 44 citations · Full text

Cluster Computing, Engineering, Machine Learning +16

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