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08/06/2023
A fast algorithm for All-Pairs-Shortest-Paths suitable for neural networks
Given a directed graph of nodes and edges connecting them, a common prob...
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06/09/2021
Fine-Grained System Identification of Nonlinear Neural Circuits
We study the problem of sparse nonlinear model recovery of high dimensio...
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10/05/2020
Factorized linear discriminant analysis for phenotype-guided representation learning of neuronal gene expression data
A central goal in neurobiology is to relate the expression of genes to t...
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06/25/2020
Learning compositional functions via multiplicative weight updates
Compositionality is a basic structural feature of both biological and ar...
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11/27/2019
PanDA: Panoptic Data Augmentation
The recently proposed panoptic segmentation task presents a significant ...
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04/11/2019
