Mr Efstratios Palias

School of Computer Science
Research Student

Contact details

Address
School of Computer Science
University of Birmingham
Edgbaston
Birmingham
B15 2TT

Efstratios is a PhD student in the School of Computer Science, whose interests lie in Artificial Intelligence and specifically in high-dimensional machine learning. His thesis focuses on finding theoretical guarantees in algorithms that adapt to benign traits in the structure of data to ease the computational cost.

Qualifications

  • BSc Statistics, Athens University of Economics and Business
  • MSc in Statistics, Athens University of Economics and Business

Teaching

  • Mathematical and Logical Foundations of Computer Science
  • Artificial Intelligence & Machine Learning
  • Data Structures & Algorithms
  • Algorithms & Complexity

Doctoral research

PhD title
The effect of intrinsic dimension in classification
Supervisors
Professor Ata Kaban and Professor Per Kristian Lehre

Research

  • Learning theory
  • High-dimensional classification