Micro-Data Learning: The Other End of the Spectrum
Jean-Baptiste Mouret · arXiv (Cornell University) · 2016
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?