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Scientist warns of water build-up near Uttarakhand disaster zone


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It could tip over a mass of rock and debris, thereby impeding ongoing rescue operations
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A rescue operation near Raini village was halted due to surge in water levels of the Rishiganga on Thursday.
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PTI
It could tip over a mass of rock and debris, thereby impeding ongoing rescue operations
A fresh pool of water may be building up in the Rishi Ganga river that could tip over a mass of rock and debris, thereby impeding ongoing rescue operations in Uttarakhand.
Geologist Naresh Rana of the the HNB Gadhwal University, Srinagar Gadhwal, Uttarakhand, in a report from Reni village, said that the flow of the Rishi Ganga river had been blocked by rock and debris forming a sort of natural dam and this could potentially roll down and impede ongoing relief operations. The height of this dam and the accumulated mass of water is unknown. ....

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Trusted AI: The Challenge of Monotonicity and Palatability


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No matter how much I evangelize critical strategic issues like AI governance, I am always an analytic scientist at heart. In this post I ll share key machine learning (ML) techniques we ve developed at FICO to ensure monotonicity in neural networks.
Monotonicity is essential to build trust in decision models used in regulated industries such as lending. Here s the connection: monotonicity helps ensure palatable (reasonable and acceptable) model behavior, an absolute requirement for gaining the confidence of lenders, customers and regulators in the machine learning models deployed in today s financial decisioning environments.
What Is Monotonicity?
In an analytic model, a monotonic relationship occurs when an input value is increased and the output value either only increases (positively constrained) or only decreases (negatively constrained), and vice versa. For example, if the ratio of payment to balance owed o ....

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