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Sarath Shekkizhar

Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression

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Jul 18, 2024
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Reasoning in Large Language Models: A Geometric Perspective

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Jul 02, 2024
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Towards a geometric understanding of Spatio Temporal Graph Convolution Networks

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Dec 12, 2023
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Characterizing Large Language Model Geometry Solves Toxicity Detection and Generation

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Dec 04, 2023
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Study of Manifold Geometry using Multiscale Non-Negative Kernel Graphs

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Oct 31, 2022
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The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning

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Sep 18, 2022
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Channel redundancy and overlap in convolutional neural networks with channel-wise NNK graphs

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Oct 18, 2021
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NNK-Means: Dictionary Learning using Non-Negative Kernel regression

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Oct 15, 2021
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Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation

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Jul 27, 2021
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DeepNNK: Explaining deep models and their generalization using polytope interpolation

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Jul 20, 2020
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