نتایج جستجو برای: bounded loss function
تعداد نتایج: 1612405 فیلتر نتایج به سال:
A major bottleneck to applying advanced ML programs at industrial scales is the migration of an academic implementation, often specialized for a small, well-controlled computer platform such as desktop PCs and small lab-clusters, to a big, less predicable platform such as a corporate cluster or the cloud. This poses enormous challenges: how does one train huge models with billions of parameters...
We describe a generalization of the PAC learning model that is based on statistical decision theory. In this model the learner receives randomly drawn examples, each example consisting of an instance x 2 X and an outcome y 2 Y , and tries to nd a decision rule h : X ! A, where h 2 H, that speci es the appropriate action a 2 A to take for each instance x, in order to minimize the expectation of ...
assigning premium to the insurance contract in iran mostly has based on some old rules have been authorized by government, in such a situation predicting premium by analyzing database and it’s characteristics will be definitely such a big mistake. therefore the most beneficial information one can gathered from these data is the amount of loss happens during one contract to predicting insurance ...
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