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08/29/2023
An Adaptive Tangent Feature Perspective of Neural Networks
In order to better understand feature learning in neural networks, we pr...
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02/23/2022
NeuroView-RNN: It's About Time
Recurrent Neural Networks (RNNs) are important tools for processing sequ...
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10/25/2021
Covariate Balancing Methods for Randomized Controlled Trials Are Not Adversarially Robust
The first step towards investigating the effectiveness of a treatment is...
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10/11/2021
NFT-K: Non-Fungible Tangent Kernels
Deep neural networks have become essential for numerous applications due...
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12/09/2020
Scalable Neural Tangent Kernel of Recurrent Architectures
Kernels derived from deep neural networks (DNNs) in the infinite-width p...
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10/27/2020
Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels
High dimensionality poses many challenges to the use of data, from visua...
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06/18/2020