David Von Dollen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Suboptimal Solutions

Evolutionary Algorithm

Selection Operator

Prediction Model

Top Venues

GECCO Companion

Publications

David Von Dollen, Reuben Brasher, Florian Neukart, Thomas Bäck
Hyperparameter Optimization and Neuroevolution with Binary Quadratic Meta-heuristics and Evolution Strategies. CiSt (2023)
Asel Sagingalieva, Mohammad Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen
Hybrid quantum ResNet for car classification and its hyperparameter optimization. Quantum Mach. Intell. 5 (2) (2023)
David Von Dollen, Sheir Yarkoni, Daniel Weimer, Florian Neukart, Thomas Bäck
Quantum-enhanced selection operators for evolutionary algorithms. GECCO Companion (2022)
David Von Dollen, Sheir Yarkoni, Daniel Weimer, Florian Neukart, Thomas Bäck
Quantum-Enhanced Selection Operators for Evolutionary Algorithms. CoRR (2022)
Asel Sagingalieva, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen
Hyperparameter optimization of hybrid quantum neural networks for car classification. CoRR (2022)
Sheir Yarkoni, Alex Alekseyenko, Michael Streif, David Von Dollen, Florian Neukart, Thomas Bäck
Multi-car paint shop optimization with quantum annealing. QCE (2021)
Sheir Yarkoni, Alex Alekseyenko, Michael Streif, David Von Dollen, Florian Neukart, Thomas Bäck
Multi-car paint shop optimization with quantum annealing. CoRR (2021)
David Von Dollen, Florian Neukart, Daniel Weimer, Thomas Bäck
Quantum-Assisted Feature Selection for Vehicle Price Prediction Modeling. CoRR (2021)
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
TensorFlow Quantum: A Software Framework for Quantum Machine Learning. CoRR (2020)
Florian Neukart, Gabriele Compostella, Christian Seidel, David Von Dollen, Sheir Yarkoni, Bob Parney
Traffic flow optimization using a quantum annealer. CoRR (2017)
Florian Neukart, David Von Dollen, Christian Seidel, Gabriele Compostella
Quantum-enhanced reinforcement learning for finite-episode games with discrete state spaces. CoRR (2017)
David Von Dollen
Identifying Similarities in Epileptic Patients for Drug Resistance Prediction. CoRR (2017)
Florian Neukart, Gabriele Compostella, Christian Seidel, David Von Dollen, Sheir Yarkoni, Bob Parney
Traffic Flow Optimization Using a Quantum Annealer. Frontiers ICT 4 (2017)