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For artificial intelligence to realize its potential — to relieve humans from mundane tasks and eventually invent new solutions to our problems — computers will need to get better at seeing the world ...
Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and other artificial intelligence (AI) models, learn to make accurate ...
It’s not that hard to do your exploratory data analysis and then have the computer try all the reasonable machine learning algorithms to see which ones work the best.
Continual learning is when a computer is trained to continuously learn a sequence of tasks, using its accumulated knowledge from old tasks to better learn new tasks. Yet one major hurdle ...
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IEEE Spectrum on MSNMachine Learning Contest Aims to Improve Speech BCIs
The public invite into the research world is “an awesome development” that is “long overdue” in the BCI space, said Konrad ...
It doesn’t take much to make machine-learning algorithms go awry The rise of large-language models could make the problem worse ...
A new AI algorithm can associate brain activity with certain behaviors, an advancement that can help improve brain-computer interfaces and find new patterns in neural activity.
The field of online algorithms focuses on developing and analyzing such systems, and ensuring that they are "competitive" against the best solution in hindsight. While online algorithms have been ...
Students who meet the admissions criteria can earn this certificate by completing nine credits of graduate-level courses in computer science, with course offerings including computer vision, machine ...
This isn't the first time that computer algorithms have been used to search the vastness of space for "technosignatures," technologically-generated signals that could mark other advanced ...
Lenka Zdeborová studies how the physics of matter can help model the behavior of machine learning algorithms.
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