Search Results for author: Sumukh Aithal K

Found 2 papers, 1 papers with code

Robustness to Augmentations as a Generalization metric

1 code implementation16 Jan 2021 Sumukh Aithal K, Dhruva Kashyap, Natarajan Subramanyam

Generalization is the ability of a model to predict on unseen domains and is a fundamental task in machine learning.

Generalization Bounds

Transfer Learning using Neural Ordinary Differential Equations

no code implementations21 Jan 2020 Rajath S, Sumukh Aithal K, Natarajan Subramanyam

A concept of using Neural Ordinary Differential Equations(NODE) for Transfer Learning has been introduced.

Transfer Learning

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