28 citations · 41 across the 19 of their papers we have counts for
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cs.CG2020★ 1 cited
Homology Localization Through the Looking-Glass of Parameterized Complexity Theory
Nello Blaser, Erlend Raa Vågset
Finding a cycle of lowest weight that represents a homology class in a simplicial complex is known as homology localization (HL). Here we address this NP-complete problem using par…
stat.ML2020★ 28 cited
Semi Conditional Variational Auto-Encoder for Flow Reconstruction and Uncertainty Quantification from Limited Observations
Kristian Gundersen, Anna Oleynik, Nello Blaser +1
We present a new data-driven model to reconstruct nonlinear flow from spatially sparse observations. The model is a version of a conditional variational auto-encoder (CVAE), which…