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Roy R. Lederman

On Manifold Learning in Plato's Cave: Remarks on Manifold Learning and Physical Phenomena

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Apr 27, 2023
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Using VAEs to Learn Latent Variables: Observations on Applications in cryo-EM

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Mar 13, 2023
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Geometric Ergodicity in Modified Variations of Riemannian Manifold and Lagrangian Monte Carlo

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Jan 04, 2023
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Manifold Density Estimation via Generalized Dequantization

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Feb 14, 2021
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Magnetic Manifold Hamiltonian Monte Carlo

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Oct 15, 2020
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Spectral Flow on the Manifold of SPD Matrices for Multimodal Data Processing

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Sep 17, 2020
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Non-Canonical Hamiltonian Monte Carlo

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Aug 18, 2020
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Hyper-Molecules: on the Representation and Recovery of Dynamical Structures, with Application to Flexible Macro-Molecular Structures in Cryo-EM

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Jul 02, 2019
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Continuously heterogeneous hyper-objects in cryo-EM and 3-D movies of many temporal dimensions

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Apr 10, 2017
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A Representation Theory Perspective on Simultaneous Alignment and Classification

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Jul 12, 2016
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