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05/25/2023
Neural (Tangent Kernel) Collapse
This work bridges two important concepts: the Neural Tangent Kernel (NTK...
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02/01/2022
Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization
Neural Tangent Kernel (NTK) is widely used to analyze overparametrized n...
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12/08/2020
Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory?
Neural Tangent Kernel (NTK) theory is widely used to study the dynamics ...
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11/15/2018
Towards Large-Scale Exploratory Search over Heterogeneous Sources
Since time immemorial, people have been looking for ways to organize sci...
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11/15/2018