Matthew Faulkner

Affiliations:
  • California Institute of Technology, Caltech, Department of Electrical Engineering and Computer Sciences, Pasadena, CA, USA (PhD 2014)


According to our database1, Matthew Faulkner authored at least 9 papers between 2010 and 2017.

Collaborative distances:

Timeline

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Bibliography

2017
Training Gaussian Mixture Models at Scale via Coresets.
J. Mach. Learn. Res., 2017

2014
Community Sense and Response Systems.
PhD thesis, 2014

Community sense and response systems: your phone as quake detector.
Commun. ACM, 2014

2013
A fresh perspective: learning to sparsify for detection in massive noisy sensor networks.
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

2011
Scalable Training of Mixture Models via Coresets.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Demo abstract, the next big one: Detecting earthquakes and other rare events from community-based sensors.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

The next big one: Detecting earthquakes and other rare events from community-based sensors.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

Rapid detection of rare geospatial events: earthquake warning applications.
Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

2010
Online distributed sensor selection.
Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010


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