MNIST 1D - самая прекрасно безумная работа, которую я пока увидел на ICML.
Это полусинтетический датасет, похожий на MNIST, который при этом сложнее для стандартных бейзлайнов, но при этом требует еще меньше вычислительных ресурсов. Авторы утверждают, что на этом датасете можно быстро воспроизводить всякие забавные метаэффекты типа Double Descent и Winning Lottery Tickets, используя только процессор бюджетного ноутбука.
MNIST 1D - самая прекрасно безумная работа, которую я пока увидел на ICML.
Это полусинтетический датасет, похожий на MNIST, который при этом сложнее для стандартных бейзлайнов, но при этом требует еще меньше вычислительных ресурсов. Авторы утверждают, что на этом датасете можно быстро воспроизводить всякие забавные метаэффекты типа Double Descent и Winning Lottery Tickets, используя только процессор бюджетного ноутбука.
BY partially unsupervised
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On December 23rd, 2020, Pavel Durov posted to his channel that the company would need to start generating revenue. In early 2021, he added that any advertising on the platform would not use user data for targeting, and that it would be focused on “large one-to-many channels.” He pledged that ads would be “non-intrusive” and that most users would simply not notice any change. Ukrainian forces have since put up a strong resistance to the Russian troops amid the war that has left hundreds of Ukrainian civilians, including children, dead, according to the United Nations. Ukrainian and international officials have accused Russia of targeting civilian populations with shelling and bombardments. "And that set off kind of a battle royale for control of the platform that Durov eventually lost," said Nathalie Maréchal of the Washington advocacy group Ranking Digital Rights. Given the pro-privacy stance of the platform, it’s taken as a given that it’ll be used for a number of reasons, not all of them good. And Telegram has been attached to a fair few scandals related to terrorism, sexual exploitation and crime. Back in 2015, Vox described Telegram as “ISIS’ app of choice,” saying that the platform’s real use is the ability to use channels to distribute material to large groups at once. Telegram has acted to remove public channels affiliated with terrorism, but Pavel Durov reiterated that he had no business snooping on private conversations. In a message on his Telegram channel recently recounting the episode, Durov wrote: "I lost my company and my home, but would do it again – without hesitation."
from kr
