research
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07/19/2021
Topological Attention for Time Series Forecasting
The problem of (point) forecasting univariate time series is considered....
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06/21/2019
Connectivity-Optimized Representation Learning via Persistent Homology
We study the problem of learning representations with controllable conne...
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05/27/2019
Graph Filtration Learning
We propose an approach to learning with graph-structured data in the pro...
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07/13/2017