Eda Bayram, PhD

Eda Bayram, PhD

Research Scientist

Accenture Labs, Dublin

I am a research scientist at Accenture Labs, Dublin. I recently obtained my PhD at Swiss Federal Institute of Technology, Lausanne (EPFL). My doctoral thesis was on representation learning for multi-relational data where my thesis director was Pierre Vandergheynst. I like to research machine learning for graph-structured data and I am broadly interested in knowledge representation and reasoning for explainable AI.

I also have a signal processing background, which I majored in MSc. My master thesis was on the analysis of airborne LiDAR point clouds using the graph signal processing framework. I completed it under the co-supervision of Aydin Alatan and Elif Vural.

Interests

  • Graph Representation Learning
  • Network Science
  • Signal Processing on Graphs
  • Knowledge Graph Reasoning

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