2 code implementations • 28 Feb 2023 • Yana Stoyanova, Soroush Ghandi, Maryam Tavakol
Deep neural networks are in the limelight of machine learning with their excellent performance in many data-driven applications.
no code implementations • 20 May 2022 • Pratik Gajane, Akrati Saxena, Maryam Tavakol, George Fletcher, Mykola Pechenizkiy
In this article, we provide an extensive overview of fairness approaches that have been implemented via a reinforcement learning (RL) framework.
1 code implementation • 27 Sep 2019 • Hamid Zafar, Maryam Tavakol, Jens Lehmann
The emergence of structured databases for Question Answering (QA) systems has led to developing methods, in which the problem of learning the correct answer efficiently is based on a linking task between the constituents of the question and the corresponding entries in the database.
no code implementations • ICLR 2019 • Uwe Dick, Maryam Tavakol, Ulf Brefeld
We study credit assignment problems in spatial multi-agent environments where agents pursue a joint objective.