Extrinsic local regression on manifold-valued data

Extrinsic local regression on manifold-valued data

10 August 2015

Brian St. Thomas

David B. Dunson

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Papers citing "Extrinsic local regression on manifold-valued data"

17 / 17 papers shown

Title
Local linear Fréchet curve regression in manifolds M.D. Ruiz-Medina A. Torres--Signes 48 0 0 08 May 2025
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Sophia Sanborn Johan Mathe Mathilde Papillon Domas Buracas Hansen Lillemark Christian Shewmake Abby Bertics Xavier Pennec Nina Miolane 94 8 0 12 Jul 2024
Semi-supervised Fréchet Regression Rui Qiu Zhou Yu Zhenhua Lin 19 0 0 16 Apr 2024
Deep Extrinsic Manifold Representation for Vision Tasks Tongtong Zhang Xian Wei Yuanxiang Li 122 0 0 31 Mar 2024
Intrinsic and extrinsic deep learning on manifolds Yi-Zheng Fang Ilsang Ohn Vijay Gupta Lizhen Lin 39 2 0 16 Feb 2023
Hessian Based Smoothing Splines for Manifold Learning Juno Kim 14 0 0 10 Feb 2023
Extrinsic Bayesian Optimizations on Manifolds Yi-Zheng Fang Mu Niu P. Cheung Lizhen Lin 48 1 0 21 Dec 2022
Sliced Inverse Regression in Metric Spaces Joni Virta Kuang‐Yao Lee Lexin Li 20 8 0 23 Jun 2022
Functional additive models on manifolds of planar shapes and forms Almond Stocker Lisa Steyer S. Greven 75 6 0 06 Sep 2021
Gaussian Process Subspace Regression for Model Reduction Ruda Zhang Simon Mak David B. Dunson GP 31 5 0 09 Jul 2021
Robust Optimization and Inference on Manifolds Lizhen Lin Drew Lazar Bayan Sarpabayeva David B. Dunson 15 7 0 11 Jun 2020
Stochastic Zeroth-order Riemannian Derivative Estimation and Optimization Jiaxiang Li Krishnakumar Balasubramanian Shiqian Ma 16 5 0 25 Mar 2020
Functional PCA with Covariate Dependent Mean and Covariance Structure Fei Ding Shiyuan He David E. Jones Jianhua Z. Huang 24 6 0 30 Jan 2020
Optimal Design of Experiments on Riemannian Manifolds Hang Li Enrique Del Castillo 11 3 0 06 Nov 2019
Gaussian Process Landmarking on Manifolds Tingran Gao S. Kovalsky Ingrid Daubechies 115 39 0 09 Feb 2018
Connecting pairwise spheres by depth: DCOPS R. Fraiman Fabrice Gamboa L. Moreno MDE 51 12 0 06 Oct 2017
Principal Component Analysis for Functional Data on Riemannian Manifolds and Spheres Xiongtao Dai Hans-Georg Müller 66 81 0 17 May 2017