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Huikang Liu

Symmetric Matrix Completion with ReLU Sampling

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Jun 09, 2024
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A Global Geometric Analysis of Maximal Coding Rate Reduction

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Jun 04, 2024
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On the Estimation Performance of Generalized Power Method for Heteroscedastic Probabilistic PCA

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Dec 06, 2023
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ReSync: Riemannian Subgradient-based Robust Rotation Synchronization

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May 24, 2023
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Differential Privacy via Distributionally Robust Optimization

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Apr 25, 2023
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A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data

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Mar 12, 2023
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Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering

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Jun 19, 2022
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Fast and Provably Convergent Algorithms for Gromov-Wasserstein in Graph Learning

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May 17, 2022
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A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group

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Sep 16, 2020
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Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods

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Oct 05, 2015
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