Hofer19a
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Hofer19a
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Nettet4. mar. 2024 · This repository contains code to reproduce the experiments from. @inproceedings {Hofer19a, title = {Connectivity-Optimized Representation Learning via … Nettet24. mai 2024 · Connectivity-Optimized Representation Learning via Persistent Homology. Proceedings of the 36th International Conference on Machine Learning, in Proceedings …
NettetReview 1. Summary and Contributions: This paper describes a novel layer for neural networks that, being based on persistence landscapes (a functional summary of topological features), are capable of making use of the inherent topology of data sets in order to improve classification performance, for example.The paper shows that the new … Nettet22. apr. 2024 · A graph's spectral wavelet signature determines a filtration, and consequently an associated set of extended persistence diagrams. We propose a …
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NettetExtensive experiments as done in this paper - http://proceedings.mlr.press/v97/hofer19a/hofer19a.pdf, would have been better. The …
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