Casper Gyurik

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Structural Risk Minimization

Quantum Mechanics

Top Venues

Publications

Elies Gil-Fuster, Casper Gyurik, Adrián Pérez-Salinas, Vedran Dunjko
On the relation between trainability and dequantization of variational quantum learning models. CoRR (2024)
Simon C. Marshall, Casper Gyurik, Vedran Dunjko
On Bounded Advice Classes. CoRR (2024)
Casper Gyurik, Dyon van Vreumingen, Vedran Dunjko
Structural risk minimization for quantum linear classifiers. Quantum 7 (2023)
Casper Gyurik, Vedran Dunjko
Exponential separations between classical and quantum learners. CoRR (2023)
Simon C. Marshall, Casper Gyurik, Vedran Dunjko
High Dimensional Quantum Machine Learning With Small Quantum Computers. Quantum 7 (2023)
Sofiène Jerbi, Casper Gyurik, Simon C. Marshall, Riccardo Molteni, Vedran Dunjko
Shadows of quantum machine learning. CoRR (2023)
Casper Gyurik, Vedran Dunjko
On establishing learning separations between classical and quantum machine learning with classical data. CoRR (2022)
Casper Gyurik, Chris Cade, Vedran Dunjko
Towards quantum advantage via topological data analysis. Quantum 6 (2022)
Simon Marshall, Casper Gyurik, Vedran Dunjko
High Dimensional Quantum Learning With Small Quantum Computers. CoRR (2022)
Sofiène Jerbi, Casper Gyurik, Simon Marshall, Hans J. Briegel, Vedran Dunjko
Variational quantum policies for reinforcement learning. CoRR (2021)
Sofiène Jerbi, Casper Gyurik, Simon Marshall, Hans J. Briegel, Vedran Dunjko
Parametrized Quantum Policies for Reinforcement Learning. NeurIPS (2021)
Casper Gyurik, Dyon van Vreumingen, Vedran Dunjko
Structural risk minimization for quantum linear classifiers. CoRR (2021)
Casper Gyurik, Chris Cade, Vedran Dunjko
Towards quantum advantage for topological data analysis. CoRR (2020)