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learning

Machine Learning Reimagines the Building Blocks of Computing | Quanta Magazine

Algorithms the chunks of code that allow programs to sort, filter and combine data, among other things are the standard tools of modern computing. Like tiny gears inside a watch, algorithms execute well-defined tasks within more…
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Informatique

Spooky Action Could Help Boost Quantum Machine Learning

There are currently about 440 fission reactors operating worldwide, which together can generate about 400 gigawatts of power with zero carbon emissions. Yet these fission plants, for all their value, have considerable downsides. The…
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Intelligence Artificielle

Machine Learning Becomes a Mathematical Collaborator | Quanta Magazine

Juhsz and Lackenby understood the strengths and weaknesses of machine learning. Given those, they hoped to use it to find novel connections between different types of invariants, which are properties used to distinguish knots from each…
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cybersécurité

Comprendre la cybersécurité à partir du machine learning POV

La cybersécurité a subi des changements massifs sur le plan technologique, menés par la science des données. L'extraction de modèles d'incidents de sécurité ou d'informations à partir de données de cybersécurité et la création de…
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Intelligence Artificielle

Quantum Complexity Tamed by Machine Learning | Quanta Magazine

Hohenberg and Kohns work proved the existence of a powerful master equation the universal density functional. The equation would take some instance of an electron soup and calculate its energy, guiding physicists to the most natural…
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Informatique

Machine Learning Gets a Quantum Speedup | Quanta Magazine

Until a few years ago, I would think that physicists and computer scientists were living in parallel worlds, said Eleni Diamanti, a quantum communication expert at Sorbonne University in Paris who was not involved in either study. Now here…
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cybersécurité