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Matthew Faulkner
Matthew Faulkner
Verified email at caltech.edu - Homepage
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The next big one: Detecting earthquakes and other rare events from community-based sensors
M Faulkner, M Olson, R Chandy, J Krause, KM Chandy, A Krause
Proceedings of the 10th ACM/IEEE International Conference on Information …, 2011
2142011
Scalable training of mixture models via coresets
D Feldman, M Faulkner, A Krause
Advances in neural information processing systems 24, 2011
1722011
Community seismic network
R Clayton, T Heaton, M Chandy, A Krause, M Kohler, J Bunn, R Guy, ...
Annals of Geophysics 54 (6), 738-747, 2011
1562011
Training gaussian mixture models at scale via coresets
M Lucic, M Faulkner, A Krause, D Feldman
Journal of Machine Learning Research 18 (160), 1-25, 2018
1262018
Online distributed sensor selection
D Golovin, M Faulkner, A Krause
Proceedings of the 9th ACM/IEEE International Conference on Information …, 2010
922010
Community sense and response systems: Your phone as quake detector
M Faulkner, R Clayton, T Heaton, KM Chandy, M Kohler, J Bunn, R Guy, ...
Communications of the ACM 57 (7), 66-75, 2014
762014
Experiments in decentralized robot construction with tool delivery and assembly robots
A Bolger, M Faulkner, D Stein, L White, S Yun, D Rus
2010 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2010
392010
Rapid detection of rare geospatial events: earthquake warning applications
M Olson, A Liu, M Faulkner, KM Chandy
Proceedings of the 5th ACM international conference on Distributed event …, 2011
342011
A fresh perspective: Learning to sparsify for detection in massive noisy sensor networks
M Faulkner, AH Liu, A Krause
Proceedings of the 12th international conference on Information processing …, 2013
102013
Demo abstract, the next big one: Detecting earthquakes and other rare events from community-based sensors
M Faulkner, M Olson, R Chandy, J Krause, KM Chandy, A Krause
Proceedings of the 10th ACM/IEEE International Conference on Information …, 2011
52011
The caltech CSN project collects sensor data from thousands of personal devices for realtime response to dangerous earthquakes
M Faulkner, R Clayton, T Heaton, KM Chandy, M Kohler, J Bunn, R Guy, ...
CSN project, 2014
42014
Training mixture models at scale via coresets
M Lucic, M Faulkner, A Krause, D Feldman
stat 1050, 23, 2017
32017
Selective Data Gathering in Community Sensor Networks
MN Faulkner
California Institute of Technology, 2014
22014
Sense and Response Systems for Crisis Management
JJ Bunn, KM Chandy, M Faulkner, AH Liu, M Olson
22011
Helping humanity with phones and clouds
M Faulkner, M Olson
22011
Instrumented tools and objects: Design, algorithms, and applications to assembly tasks
MN Faulkner
Massachusetts Institute of Technology, 2011
12011
Community Seismic Network (CSN)
RW Clayton, TH Heaton, MD Kohler, M Cheng, R Guy, M Chandy, ...
AGU Fall Meeting Abstracts 2012, S21A-2430, 2012
2012
Community Seismic Network (CSN)
RW Clayton, TH Heaton, MD Kohler, M Cheng, R Guy, M Chandy, ...
AGU Fall Meeting Abstracts 2011, IN33B-1463, 2011
2011
Infinitely-Armed Bandit Algorithms
M Faulkner, J Krause, D Rosenberg
IP Track Session 1: Detection and tracking
AH Liu, JJ Bunn, KM Chandy, M Faulkner, M Olson, R Chandy, J Krause, ...
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