Search Results for author: Avoy Datta

Found 3 papers, 1 papers with code

GABO: Graph Augmentations with Bi-level Optimization

no code implementations1 Apr 2021 Heejung W. Chung, Avoy Datta, Chris Waites

Data augmentation refers to a wide range of techniques for improving model generalization by augmenting training examples.

Bilevel Optimization Data Augmentation +1

Continuous Weight Balancing

1 code implementation30 Mar 2021 Daniel J. Wu, Avoy Datta

We propose a simple method by which to choose sample weights for problems with highly imbalanced or skewed traits.

regression

Binarized Neural Networks for Resource-Constrained On-Device Gait Identification

no code implementations30 Mar 2021 Daniel J. Wu, Avoy Datta, Vinay Prabhu

User authentication through gait analysis is a promising application of discriminative neural networks -- particularly due to the ubiquity of the primary sources of gait accelerometry, in-pocket cellphones.

BIG-bench Machine Learning Gait Identification

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