Search Results for author: Aditya Saligrama

Found 3 papers, 0 papers with code

Revisiting Ensembles in an Adversarial Context: Improving Natural Accuracy

no code implementations26 Feb 2020 Aditya Saligrama, Guillaume Leclerc

A necessary characteristic for the deployment of deep learning models in real world applications is resistance to small adversarial perturbations while maintaining accuracy on non-malicious inputs.

KnowBias: Detecting Political Polarity in Long Text Content

no code implementations22 Sep 2019 Aditya Saligrama

We introduce a classification scheme for detecting political bias in long text content such as newspaper opinion articles.

Domain Adaptation General Classification +1

KnowBias: A Novel AI Method to Detect Polarity in Online Content

no code implementations2 May 2019 Aditya Saligrama

We propose a novel training and inference method for detecting political bias in long text content such as newspaper opinion articles.

Domain Adaptation General Classification +3

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