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Vasil S Denchev
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What is the Computational Value of Finite-Range Tunneling?
VS Denchev, S Boixo, SV Isakov, N Ding, R Babbush, V Smelyanskiy, ...
Physical Review X 6 (3), 031015, 2016
6102016
Commercialize quantum technologies in five years
M Mohseni, P Read, H Neven, S Boixo, V Denchev, R Babbush, A Fowler, ...
Nature 543 (7644), 171-174, 2017
3282017
Computational multiqubit tunnelling in programmable quantum annealers
S Boixo, VN Smelyanskiy, A Shabani, SV Isakov, M Dykman, VS Denchev, ...
Nature communications 7 (1), 10327, 2016
2542016
Qboost: Large scale classifier training withadiabatic quantum optimization
H Neven, VS Denchev, G Rose, WG Macready
Asian Conference on Machine Learning, 333-348, 2012
1202012
Training a binary classifier with the quantum adiabatic algorithm
H Neven, VS Denchev, G Rose, WG Macready
arXiv preprint arXiv:0811.0416, 2008
1202008
Training a large scale classifier with the quantum adiabatic algorithm
H Neven, VS Denchev, G Rose, WG Macready
arXiv preprint arXiv:0912.0779, 2009
1042009
Distributed quantum computing: A new frontier in distributed systems or science fiction?
VS Denchev, G Pandurangan
ACM SIGACT News 39 (3), 77-95, 2008
932008
Robust classification with adiabatic quantum optimization
VS Denchev, N Ding, SVN Vishwanathan, H Neven
arXiv preprint arXiv:1205.1148, 2012
742012
Nips 2009 demonstration: Binary classification using hardware implementation of quantum annealing
H Neven, VS Denchev, M Drew-Brook, J Zhang, WG Macready, G Rose
Quantum 4, 1-17, 2009
702009
Computational role of collective tunneling in a quantum annealer
H Neven, V Smelyanskiy, S Boixo, A Shabani, S Isakov, M Dykman, ...
Bulletin of the American Physical Society 60, 2015
41*2015
Efficient population transfer via non-ergodic extended states in quantum spin glass
K Kechedzhi, V Smelyanskiy, JR McClean, VS Denchev, M Mohseni, ...
arXiv preprint arXiv:1807.04792, 2018
372018
Quantum assisted optimization
VS Denchev, M Mohseni, H Neven
US Patent 11,449,760, 2022
242022
Nonequilibrium Monte Carlo for unfreezing variables in hard combinatorial optimization
M Mohseni, D Eppens, J Strumpfer, R Marino, V Denchev, AK Ho, ...
arXiv preprint arXiv:2111.13628, 2021
232021
Construction of non-convex polynomial loss functions for training a binary classifier with quantum annealing
R Babbush, V Denchev, N Ding, S Isakov, H Neven
arXiv preprint arXiv:1406.4203, 2014
132014
Numerical quantum experimentation
VS Denchev
US Patent 11,915,101, 2024
92024
Multi-machine distributed learning systems
H Neven, N Ding, VS Denchev
US Patent 10,558,932, 2020
92020
T-logistic regression for binary and multiclass classification
N Ding, SVN Vishwanathan, M Warmuth, VS Denchev
JMLR,(5), 1-55, 2013
72013
Binary classification with adiabatic quantum optimization
VS Denchev
Purdue University, 2013
62013
Improving the performance of quantum key distribution apparatus
A Zavriyev, A Leverrier, V Denchev, A Trifonov
Journal of Modern Optics 54 (2-3), 305-313, 2007
62007
Totally corrective boosting with cardinality penalization
VS Denchev, N Ding, S Matsushima, SVN Vishwanathan, H Neven
arXiv preprint arXiv:1504.01446, 2015
32015
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