research
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12/23/2022
Neural Networks beyond explainability: Selective inference for sequence motifs
Over the past decade, neural networks have been successful at making pre...
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03/11/2020
Convolutional Kernel Networks for Graph-Structured Data
We introduce a family of multilayer graph kernels and establish new link...
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06/07/2019
Recurrent Kernel Networks
Substring kernels are classical tools for representing biological sequen...
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10/03/2011
Group Lasso with Overlaps: the Latent Group Lasso approach
We study a norm for structured sparsity which leads to sparse linear pre...
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01/18/2010
