David Von Dollen

According to our database, David Von Dollen authored at least 10 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Hybrid quantum ResNet for car classification and its hyperparameter optimization.

Asel Sagingalieva, Mohammad Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen

Quantum Mach. Intell., December, 2023

Hyperparameter Optimization and Neuroevolution with Binary Quadratic Meta-heuristics and Evolution Strategies.

David Von Dollen, Reuben Brasher, Florian Neukart, Thomas Bäck

Proceedings of the 7th IEEE Congress on Information Science and Technology, 2023

2022

Hyperparameter optimization of hybrid quantum neural networks for car classification.

Asel Sagingalieva, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen

CoRR, 2022

Quantum-enhanced selection operators for evolutionary algorithms.

David Von Dollen, Sheir Yarkoni, Daniel Weimer, Florian Neukart, Thomas Bäck

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Quantum-Assisted Feature Selection for Vehicle Price Prediction Modeling.

David Von Dollen, Florian Neukart, Daniel Weimer, Thomas Bäck

CoRR, 2021

Multi-car paint shop optimization with quantum annealing.

Sheir Yarkoni, Alex Alekseyenko, Michael Streif, David Von Dollen, Florian Neukart, Thomas Bäck

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2021

2020

TensorFlow Quantum: A Software Framework for Quantum Machine Learning.

Michael Broughton, Guillaume Verdon, Trevor McCourt, Antonio J. Martinez, Jae Hyeon Yoo, Sergei V. Isakov, Philip Massey, Murphy Yuezhen Niu, Ramin Halavati, Evan Peters, Martin Leib, Andrea Skolik, Michael Streif, David Von Dollen, Jarrod R. McClean, Sergio Boixo, Dave Bacon, Alan K. Ho, Hartmut Neven, Masoud Mohseni

CoRR, 2020

2017

Traffic Flow Optimization Using a Quantum Annealer.

Florian Neukart, Gabriele Compostella, Christian Seidel, David Von Dollen, Sheir Yarkoni, Bob Parney

Frontiers ICT, 2017

Quantum-enhanced reinforcement learning for finite-episode games with discrete state spaces.

Florian Neukart, David Von Dollen, Christian Seidel, Gabriele Compostella

CoRR, 2017

Identifying Similarities in Epileptic Patients for Drug Resistance Prediction.

David Von Dollen

CoRR, 2017