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09/29/2022
Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis
Accurate estimation of Intrinsic Dimensionality (ID) is of crucial impor...
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07/15/2019
Subspace Determination through Local Intrinsic Dimensional Decomposition: Theory and Experimentation
Axis-aligned subspace clustering generally entails searching through eno...
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05/02/2019
Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality
Generative Adversarial Networks (GANs) are an elegant mechanism for data...
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06/07/2018
Dimensionality-Driven Learning with Noisy Labels
Datasets with significant proportions of noisy (incorrect) class labels ...
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01/08/2018