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But algorithms, unlike humans, are susceptible to a specific type of problem called an “adversarial example ... released Wednesday from MIT’s Computer Science and Artificial Intelligence ...
M odern digital security relies heavily on encryption algorithms grounded in difficult math problems, which is the backbone of what’s known as public-key infrastructure (PKI). F ...
Machine vision is an important example, since it also ... But according to University of Michigan computer science professor H.V. Jagadish, those algorithms may end up enforcing the patterns ...
The first case might occur, for example, if a deep-learning algorithm is fed more photos ... he calls the “portability trap.” Within computer science, it is considered good practice to design ...
That’s the conclusion of a team of scientists at MIT’s Computer Science and Artificial ... first study on how fast algorithms are improving across a broad range of examples.
In the world of machine learning and artificial intelligence, clean data is everything. Even a small number of mislabeled ...
As organizations increasingly replace human decision-making with algorithms ... a Canada Research Chair in the departments of computer science and medicine at the University of Toronto.
LABORATORY ASSIGNMENTS: There will be several lab assignments. Students will be required to implement machine learning algorithms and analyze their performance on example sets of data. Example ...
And conversely, he found that randomness could be removed from other algorithms ... in theoretical computer science,” in a statement this week. His contributions, for example, helped ...