Taha Belkhouja | DeepAI

DeepAI

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Featured Co-authors

Yan Yan
126 publications
Janardhan Rao Doppa
41 publications

research

∙ 07/09/2022

Dynamic Time Warping based Adversarial Framework for Time-Series Domain

Despite the rapid progress on research in adversarial robustness of deep...

4 Taha Belkhouja, et al. ∙

research

∙ 07/09/2022

Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features

Time-series data arises in many real-world applications (e.g., mobile he...

0 Taha Belkhouja, et al. ∙

research

∙ 07/09/2022

Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach

Safe deployment of time-series classifiers for real-world applications r...

9 Taha Belkhouja, et al. ∙

research

∙ 07/09/2022

Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis

Despite the success of deep neural networks (DNNs) for real-world applic...

19 Taha Belkhouja, et al. ∙