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Alexander Cloninger

Transformers for Learning on Noisy and Task-Level Manifolds: Approximation and Generalization Insights

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May 06, 2025
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Robust Graph-Based Semi-Supervised Learning via $p$-Conductances

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Feb 13, 2025
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Linearized Optimal Transport pyLOT Library: A Toolkit for Machine Learning on Point Clouds

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Feb 05, 2025
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Using Linearized Optimal Transport to Predict the Evolution of Stochastic Particle Systems

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Aug 03, 2024
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Training Guarantees of Neural Network Classification Two-Sample Tests by Kernel Analysis

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Jul 09, 2024
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LINSCAN -- A Linearity Based Clustering Algorithm

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Jun 25, 2024
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All You Need is Resistance: On the Equivalence of Effective Resistance and Certain Optimal Transport Problems on Graphs

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Apr 26, 2024
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OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport

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Mar 04, 2024
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Point Cloud Classification via Deep Set Linearized Optimal Transport

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Jan 02, 2024
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Semi-Supervised Laplacian Learning on Stiefel Manifolds

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Jul 31, 2023
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