Viet Pham Ngoc

About

My research is in Quantum Computing with a special interest in Quantum Machine Learning.
More information can be found in my CV:

Papers

• Exact Learning with Tunable Quantum Neural Networks and a Quantum Example Oracle
  V. Pham Ngoc, H. Wiklicky, 2023
  Quantum Techniques in Machine Learning 2023

• Tunable Quantum Neural Networks in the QPAC-Learning Framework
  V. Pham Ngoc, D. Tuckey, H. Wiklicky, 2022
  Quantum Physics and Logic 2022

• Tunable Quantum Neural Networks for Boolean Functions
  V. Pham Ngoc, H. Wiklicky, 2020
  Quantum Techniques in Machine Learning 2020

Teaching

As part of my PhD I was a teaching assistant for the following courses:

• Quantum Computing
• Computational Techniques
• Models of Computation
• Probability and Statistics

I also had the chance to give lectures in Computational Techniques as a replacement for a lecturer that was in sabatical. My part was centered around iterative techniques to solve linear equations or to find a matrix eigen decomposition.
I prepared the following learning material to be distributed to the students.

• Lecture notes for Computational Techniques