Optymalne i probabilistyczne uczenie operacji kwantowych [1]

Quantum computing is nowadays a part of modern computer science. One of its main objectives is to establish quantum supremacy over the classical paradigm of computation. To that end, a quest to build a foul-tolerant quantum computer and the corresponding stack of software has already begun. Superpowers (e.g., USA, China) are leading most efforts in collaboration with the most innovative industrial partners (e.g., Google, Microsoft) guided by worldwide experts on quantum information processing.

Quantum machine learning can be divided into three distinct groups:
  • quantum processing of classical data,
  • application of classical machine learning techniques for quantum algorithms’ development,
  • quantum processing of quantum data.

This project deals with the third group of processing.