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functional data

35 papers

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Co-occurring keywords · papers mentioning both

functional data analysis (11) gaussian process (6) bayesian inference (5) dimension reduction (4) varying coefficient model (3) stochastic process (3) hilbert space (3) latent space (2) neural operator (2) kernel methods (2)

Papers

Reproducing kernel Hilbert C*-module and kernel mean embeddings JMLR 2021 Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces NeurIPS 2020 The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth measure AISTATS 2020 A Powerful Global Test Statistic for Functional Statistical Inference AAAI 2019 MFPCA: Multiscale Functional Principal Component Analysis AAAI 2019 Bayesian Graphical Models for Multivariate Functional Data JMLR 2016 Feature selection in functional data classification with recursive maxima hunting NeurIPS 2016 Functional Subspace Clustering with Application to Time Series ICML 2015 Differential Privacy for Functions and Functional Data JMLR 2013 Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment NeurIPS 2011