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distributional data

3 papers

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Co-occurring keywords · papers mentioning both

wasserstein metric (2) interpretable causal inference (1) wearable sensor data (1) continuous glucose monitor (1) fréchet regression (1) multidimensional scaling (1) b-spline approximation (1) spline approximation (1) treatment effect estimation (1) regression analysis (1)

Papers

Global Fréchet Manifold Learning for Random Objects, With Application to Low-Dimensional Wasserstein Representations of Distributional Data JMLR 2026 Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data AISTATS 2024 Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric JMLR 2022