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Alfred O. Hero

Large and Small Deviations for Statistical Sequence Matching

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Jul 03, 2024
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Fair Structure Learning in Heterogeneous Graphical Models

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Dec 09, 2021
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Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets via Generative Models

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Aug 27, 2021
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OrthoReg: Robust Network Pruning Using Orthonormality Regularization

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Sep 10, 2020
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Geometric Online Adaptation: Graph-Based OSFS for Streaming Samples

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Oct 02, 2019
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Testing that a Local Optimum of the Likelihood is Globally Optimum using Reparameterized Embeddings

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May 31, 2019
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Geometric Estimation of Multivariate Dependency

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May 21, 2019
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Feature Selection for multi-labeled variables via Dependency Maximization

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Feb 21, 2019
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Learning to Bound the Multi-class Bayes Error

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Nov 15, 2018
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Convergence Rates for Empirical Estimation of Binary Classification Bounds

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Oct 01, 2018
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