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    Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions

    Published in JMLR (2026)
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    An improper estimator with optimal excess risk in misspecified density estimation and logistic regression

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    Estimating Network-Mediated Causal Effects via Principal Components Network Regression

    Published in JMLR (2026)
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    Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation

    Published in JMLR (2026)
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    Inferring Change Points in High-Dimensional Regression via Approximate Message Passing

    Published in JMLR (2026)
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    Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions

    Published in JMLR (2026)
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    Scalar-on-Distribution Regression for Assessing the Impact of Climate Change on Rice Yield in Vietnam

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    Estimating Network-Mediated Causal Effects via Principal Components Network Regression

    Published in JMLR (2026)
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  9. Cover Image

    Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation

    Published in JMLR (2026)
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  10. Cover Image

    Inferring Change Points in High-Dimensional Regression via Approximate Message Passing

    Published in JMLR (2026)
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  11. Cover Image

    Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions

    Published in JMLR (2026)
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  12. Cover Image

    Estimating Network-Mediated Causal Effects via Principal Components Network Regression

    Published in JMLR (2026)
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  13. Cover Image

    Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation

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  14. Cover Image

    Inferring Change Points in High-Dimensional Regression via Approximate Message Passing

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  15. Cover Image

    Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions

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    Complex Equation Learner: Rational Symbolic Regression with Gradient Descent in Complex Domain

    Published in ArXiv cs.LG Recent Papers (2026)
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    Transformers Efficiently Perform In-Context Logistic Regression via Normalized Gradient Descent

    Published in ArXiv cs.LG Recent Papers (2026)
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    Estimating Network-Mediated Causal Effects via Principal Components Network Regression

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    A State-Based Regression Formulation for Domains with Sensing Actions and Incomplete Information

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    Studi Perbandingan Kinerja Support Vector Machine Pada Klasifikasi Diabetes Mellitus Menggunakan Fitur Regular Expression dan Non-Regular Expression

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