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#книга Свежая книга "Random Matrix Methods for Machine Learning" поможет понять, зачем в машинном обучении нужны функции комплексного переменного, интегралы по контуру, спектральная теория, комбинаторика и т.п. Есть следующие разделы - Random Matrix Theory - Statistical Inference in Linear Models - Kernel Methods - Large Neural Networks - Large-Dimensional Convex Optimization - Community Detection on Graphs - Universality and Real Data Например, в первом изучается спектр матрицы XX^T, которая много где возникает (в методе главных компонент, теории ядер и т.п.) А в четвёртом есть интересные результаты про т.н. двойной спуск.
#книга Свежая книга "Random Matrix Methods for Machine Learning" поможет понять, зачем в машинном обучении нужны функции комплексного переменного, интегралы по контуру, спектральная теория, комбинаторика и т.п. Есть следующие разделы - Random Matrix Theory - Statistical Inference in Linear Models - Kernel Methods - Large Neural Networks - Large-Dimensional Convex Optimization - Community Detection on Graphs - Universality and Real Data Например, в первом изучается спектр матрицы XX^T, которая много где возникает (в методе главных компонент, теории ядер и т.п.) А в четвёртом есть интересные результаты про т.н. двойной спуск.
Founder Pavel Durov says tech is meant to set you free As such, the SC would like to remind investors to always exercise caution when evaluating investment opportunities, especially those promising unrealistically high returns with little or no risk. Investors should also never deposit money into someone’s personal bank account if instructed. This provided opportunity to their linked entities to offload their shares at higher prices and make significant profits at the cost of unsuspecting retail investors. On February 27th, Durov posted that Channels were becoming a source of unverified information and that the company lacks the ability to check on their veracity. He urged users to be mistrustful of the things shared on Channels, and initially threatened to block the feature in the countries involved for the length of the war, saying that he didn’t want Telegram to be used to aggravate conflict or incite ethnic hatred. He did, however, walk back this plan when it became clear that they had also become a vital communications tool for Ukrainian officials and citizens to help coordinate their resistance and evacuations. The regulator said it had received information that messages containing stock tips and other investment advice with respect to selected listed companies are being widely circulated through websites and social media platforms such as Telegram, Facebook, WhatsApp and Instagram.
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