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stat.ML2020★ 8 cited
Generalized Penalty for Circular Coordinate Representation
Hengrui Luo, Alice Patania, Jisu Kim +1
Topological Data Analysis (TDA) provides novel approaches that allow us to analyze the geometrical shapes and topological structures of a dataset. As one important application, TDA…
stat.ML2018★ 4 cited
Causal effects based on distributional distances
Kwangho Kim, Jisu Kim, Edward H. Kennedy
Comparing counterfactual distributions can provide more nuanced and valuable measures for causal effects, going beyond typical summary statistics such as averages. In this work, we…