Center for Brains, Minds & Machines
The Center for Brains, Minds and Machines (CBMM) is a National Science Foundation funded Science and Technology Center on the interdisciplinary study of intelligence. This effort is a multi-institutional collaboration headquartered at the McGovern Institute for Brain Research at MIT, with Harvard University as a managing partner. Visit the CBMM website for more information.
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(Center for Brains, Minds and Machines (CBMM), 2020-04-04)The insideness problem is an image segmentation modality that consists of determining which pixels are inside and outside a region. Deep Neural Networks (DNNs) excel in segmentation benchmarks, but it is unclear that they ...
(Center for Brains, Minds and Machines (CBMM), 2020-03-26)We present an analysis of a risk-based selective quarantine model where the population is divided into low and high-risk groups. The high-risk group is quarantined until the low-risk group achieves herd-immunity. We tackle ...
Stable Foundations for Learning: a foundational framework for learning theory in both the classical and modern regime. (Center for Brains, Minds and Machines (CBMM), 2020-03-25)We consider here the class of supervised learning algorithms known as Empirical Risk Minimization (ERM). The classical theory by Vapnik and others characterize universal consistency of ERM in the classical regime in which ...