Data

why-deep-networks-generalize-despite-going-against-statistical-intuition

Why deep networks generalize despite going against statistical intuition

Introductory statistics courses teach us that, when fitting a model to some data, we should have more data than free parameters to avoid the danger of overfitting—fitting noisy data too closely, and thereby failing to fit new data. It is surprising, then, that in modern deep learning the practice is to have orders of magnitude […]

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deep-learning-system-detects-human-presence-by-harvesting-rf-signals

Deep-learning system detects human presence by harvesting RF signals

Researchers at Syracuse University in New York have recently developed a system that can detect the presence of humans in a given environment by analyzing ambient radio frequency (RF) signals. This new system, presented in a paper pre-published on arXiv, employs a convolutional neural network (CNN) trained on a vast amount of RF data. Read

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who-steps-up-action-to-improve-access-to-safe-blood

WHO steps up action to improve access to safe blood

The World Health Organization’s new action plan to speed up universal access to safe blood and blood products pulls together existing recommendations and recommends new improved ways of working. It’s the start of a four-year collaborative effort to improve blood transfusion and blood-based therapies in all countries. Safe blood saves lives in all sorts of

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the-economic-cost-of-female-genital-mutilation

The economic cost of female genital mutilation

An interactive data tool launched by WHO reveals for the first time the current and future financial cost of health care for women living with conditions caused by female genital mutilation (FGM). The total costs amount to USD 1.4 billion annually. The FGM Cost Calculator is being launched on this year’s International Day of Zero Tolerance

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who-action-framework-to-advance-universal-access-to-safe,-effective-and-quality-assured-blood-products-2020-2023

WHO Action framework to advance universal access to safe, effective and quality assured blood products 2020 -2023

In response to calls for action, WHO has provided guidelines, physical standards, training and technical support to improve blood product quality, safety and availability in WHO regions and in countries. Despite these actions, progress in blood availability and safety under effective regulation has been slow in many parts of the world. For that reason, the

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