Eda Bayram, PhD

Eda Bayram, PhD

AI Researcher

Accenture Labs, Dublin

I am a Machine Learning researcher at Accenture Labs, Dublin, where I explore novel ways of applying machine learning to graph-structured data. I am broadly interested in knowledge representation and reasoning for explainable AI. I have a PhD in Computer Science from the Swiss Federal Institute of Technology, Lausanne (EPFL), where I worked on representation learning for multi-relational data under the supervision of Pierre Vandergheynst.

Besides machine learning, I am also fascinated by understanding human cognitive processes such as memory, learning, problem-solving, abstraction, common-sense reasoning. To satiate my intellectual appetite and further enrich my exploration in Artificial Intelligence, I embarked on a journey into studying Cognitive Sciences at University College Dublin (UCD).

Interests

  • Graph Representation Learning
  • Knowledge Graph Reasoning
  • Explainability
  • Neuro-symbolic Learning

Education

  • PhD in Electrical-Electronics Eng., 2021

    École Polytechnique Fédérale de Lausanne

  • MSc in Electrical-Electronics Eng., 2017

    Middle East Technical University

  • BSc in Electrical-Electronics Eng., 2013

    Middle East Technical University