no code implementations • 22 Feb 2022 • Ngoc Dung Huynh, Mohamed Reda Bouadjenek, Imran Razzak, Kevin Lee, Chetan Arora, Ali Hassani, Arkady Zaslavsky
Indeed, Adversarial Artificial Intelligence (AI) which refers to a set of techniques that attempt to fool machine learning models with deceptive data, is a growing threat in the AI and machine learning research community, in particular for machine-critical applications.
no code implementations • 17 Jan 2022 • Tianshu Shen, Jiaru Li, Mohamed Reda Bouadjenek, Zheda Mai, Scott Sanner
Conversational Recommendation Systems (CRSs) have recently started to leverage pretrained language models (LM) such as BERT for their ability to semantically interpret a wide range of preference statement variations.
1 code implementation • Applied Sciences 2021 • Dinesh Nagumothu, Peter W. Eklund, Bahadorreza Ofoghi, Mohamed Reda Bouadjenek
These use an external corpus as a knowledge base that conditions the model to help predict what a document is about.
no code implementations • 14 Aug 2020 • Shashank Gupta, Antonio Robles-Kelly, Mohamed Reda Bouadjenek
Combining symbolic human knowledge with neural networks provides a rule-based ante-hoc explanation of the output.
no code implementations • 16 Jul 2018 • Mohamed Reda Bouadjenek, Esther Pacitti, Maximilien Servajean, Florent Masseglia, Amr El Abbadi
Collaborative Filtering (CF) is one of the most commonly used recommendation methods.