Search Results for author: Sari Saba-Sadiya

Found 7 papers, 2 papers with code

Feature Imitating Networks

no code implementations10 Oct 2021 Sari Saba-Sadiya, Tuka Alhanai, Mohammad M Ghassemi

In this paper, we introduce a novel approach to neural learning: the Feature-Imitating-Network (FIN).

Feature Engineering Representation Learning

CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models

1 code implementation3 Sep 2021 Arjun R. Akula, Keze Wang, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Chai, Song-Chun Zhu

More concretely, our CX-ToM framework generates sequence of explanations in a dialog by mediating the differences between the minds of machine and human user.

Explainable Artificial Intelligence (XAI)

EEG Channel Interpolation Using Deep Encoder-decoder Netwoks

1 code implementation21 Sep 2020 Sari Saba-Sadiya, Tuka Alhanai, Taosheng Liu, Mohammad M. Ghassemi

Our approach exhibited a minimum of ~15% improvement over contemporary approaches when tested on subjects and tasks not used during model training.

EEG Electroencephalogram (EEG) +2

Multi-Source Multi-Class Fake News Detection

no code implementations COLING 2018 Hamid Karimi, Proteek Roy, Sari Saba-Sadiya, Jiliang Tang

Fake news spreading through media outlets poses a real threat to the trustworthiness of information and detecting fake news has attracted increasing attention in recent years.

Fake News Detection

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