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Micro-Data Learning: The Other End of the Spectrum
Abstract : Many fields are now snowed under with an avalanche of data, which raises considerable challenges for computer scientists. Meanwhile, robotics (among other fields) can often only use a few dozen data points because acquiring them involves a process that is expensive or time-consuming. How can an algorithm learn with only a few data points?
Keywords :
Machine learning
Robotics
https://hal.inria.fr/hal-01374786
Contributor : Jean-Baptiste Mouret Connect in order to contact the contributor
Submitted on : Saturday, October 1, 2016 - 1:17:31 PM
Last modification on : Wednesday, November 3, 2021 - 7:08:56 AM
Long-term archiving on: : Monday, January 2, 2017 - 12:55:02 PM
Contributor : Jean-Baptiste Mouret Connect in order to contact the contributor
Submitted on : Saturday, October 1, 2016 - 1:17:31 PM
Last modification on : Wednesday, November 3, 2021 - 7:08:56 AM
Long-term archiving on: : Monday, January 2, 2017 - 12:55:02 PM
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ercim_mouret.pdf
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