Layerwise learning for quantum neural networks
Skolik, Andrea, McClean, Jarrod R., Mohseni, Masoud, van der Smagt, Patrick, Leib, Martin
Published in Quantum machine intelligence (01.06.2021)
Published in Quantum machine intelligence (01.06.2021)
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Equivariant quantum circuits for learning on weighted graphs
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Published in npj quantum information (13.05.2023)
Published in npj quantum information (13.05.2023)
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Quantum approximate optimization of non-planar graph problems on a planar superconducting processor
Harrigan, Matthew P., Sung, Kevin J., Neeley, Matthew, Satzinger, Kevin J., Arute, Frank, Arya, Kunal, Atalaya, Juan, Bardin, Joseph C., Barends, Rami, Boixo, Sergio, Broughton, Michael, Buckley, Bob B., Buell, David A., Burkett, Brian, Bushnell, Nicholas, Chen, Yu, Chen, Zijun, Ben Chiaro, Collins, Roberto, Courtney, William, Demura, Sean, Dunsworth, Andrew, Eppens, Daniel, Fowler, Austin, Foxen, Brooks, Gidney, Craig, Giustina, Marissa, Graff, Rob, Habegger, Steve, Ho, Alan, Hong, Sabrina, Huang, Trent, Ioffe, L. B., Isakov, Sergei V., Jeffrey, Evan, Jiang, Zhang, Jones, Cody, Kafri, Dvir, Kechedzhi, Kostyantyn, Kelly, Julian, Kim, Seon, Klimov, Paul V., Korotkov, Alexander N., Kostritsa, Fedor, Landhuis, David, Laptev, Pavel, Lindmark, Mike, Leib, Martin, Martin, Orion, Martinis, John M., McClean, Jarrod R., McEwen, Matt, Megrant, Anthony, Mi, Xiao, Mohseni, Masoud, Mruczkiewicz, Wojciech, Mutus, Josh, Naaman, Ofer, Neill, Charles, Neukart, Florian, Niu, Murphy Yuezhen, O’Brien, Thomas E., O’Gorman, Bryan, Ostby, Eric, Petukhov, Andre, Putterman, Harald, Quintana, Chris, Roushan, Pedram, Rubin, Nicholas C., Sank, Daniel, Skolik, Andrea, Smelyanskiy, Vadim, Strain, Doug, Streif, Michael, Szalay, Marco, Vainsencher, Amit, White, Theodore, Yao, Z. Jamie, Yeh, Ping, Zalcman, Adam, Zhou, Leo, Neven, Hartmut, Bacon, Dave, Lucero, Erik, Farhi, Edward, Babbush, Ryan
Published in Nature physics (01.03.2021)
Published in Nature physics (01.03.2021)
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Robustness of quantum reinforcement learning under hardware errors
Skolik, Andrea, Mangini, Stefano, Bäck, Thomas, Macchiavello, Chiara, Dunjko, Vedran
Published in EPJ quantum technology (01.12.2023)
Published in EPJ quantum technology (01.12.2023)
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Hybrid quantum ResNet for car classification and its hyperparameter optimization
Sagingalieva, Asel, Kordzanganeh, Mo, Kurkin, Andrii, Melnikov, Artem, Kuhmistrov, Daniil, Perelshtein, Michael, Melnikov, Alexey, Skolik, Andrea, Dollen, David Von
Published in Quantum machine intelligence (01.12.2023)
Published in Quantum machine intelligence (01.12.2023)
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Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning
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Equivariant quantum circuits for learning on weighted graphs
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Published in arXiv.org (24.04.2023)
Published in arXiv.org (24.04.2023)
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Robustness of quantum reinforcement learning under hardware errors
Skolik, Andrea, Mangini, Stefano, Bäck, Thomas, Macchiavello, Chiara, Dunjko, Vedran
Published in arXiv.org (19.12.2022)
Published in arXiv.org (19.12.2022)
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Beating classical heuristics for the binary paint shop problem with the quantum approximate optimization algorithm
Streif, Michael, Yarkoni, Sheir, Skolik, Andrea, Neukart, Florian, Leib, Martin
Published in arXiv.org (06.11.2020)
Published in arXiv.org (06.11.2020)
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Hybrid quantum ResNet for car classification and its hyperparameter optimization
Sagingalieva, Asel, Kordzanganeh, Mo, Kurkin, Andrii, Melnikov, Artem, Kuhmistrov, Daniil, Perelshtein, Michael, Melnikov, Alexey, Skolik, Andrea, Von Dollen, David
Year of Publication 10.05.2022
Year of Publication 10.05.2022
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Journal Article
Layerwise learning for quantum neural networks
Skolik, Andrea, McClean, Jarrod R, Mohseni, Masoud, van der Smagt, Patrick, Leib, Martin
Published in arXiv.org (26.06.2020)
Published in arXiv.org (26.06.2020)
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TensorFlow Quantum: A Software Framework for Quantum Machine Learning
Broughton, Michael, Verdon, Guillaume, McCourt, Trevor, Martinez, Antonio J, Yoo, Jae Hyeon, Isakov, Sergei V, Massey, Philip, Halavati, Ramin, Niu, Murphy Yuezhen, Zlokapa, Alexander, Peters, Evan, Lockwood, Owen, Skolik, Andrea, Jerbi, Sofiene, Dunjko, Vedran, Leib, Martin, Streif, Michael, David Von Dollen, Chen, Hongxiang, Cao, Shuxiang, Wiersema, Roeland, Hsin-Yuan, Huang, McClean, Jarrod R, Ryan Babbush, Boixo, Sergio, Bacon, Dave, Ho, Alan K, Neven, Hartmut, Mohseni, Masoud
Published in arXiv.org (26.08.2021)
Published in arXiv.org (26.08.2021)
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Quantum Approximate Optimization of Non-Planar Graph Problems on a Planar Superconducting Processor
Harrigan, Matthew P, Sung, Kevin J, Neeley, Matthew, Satzinger, Kevin J, Arute, Frank, Arya, Kunal, Atalaya, Juan, Bardin, Joseph C, Barends, Rami, Boixo, Sergio, Broughton, Michael, Buckley, Bob B, Buell, David A, Burkett, Brian, Bushnell, Nicholas, Chen, Yu, Chen, Zijun, Chiaro, Ben, Collins, Roberto, Courtney, William, Demura, Sean, Dunsworth, Andrew, Eppens, Daniel, Fowler, Austin, Brooks Foxen, Gidney, Craig, Giustina, Marissa, Graff, Rob, Habegger, Steve, Ho, Alan, Hong, Sabrina, Huang, Trent, Ioffe, L B, Isakov, Sergei V, Evan, Jeffrey, Zhang, Jiang, Jones, Cody, Kafri, Dvir, Kechedzhi, Kostyantyn, Kelly, Julian, Kim, Seon, Klimov, Paul V, Korotkov, Alexander N, Kostritsa, Fedor, Landhuis, David, Laptev, Pavel, Lindmark, Mike, Leib, Martin, Martin, Orion, Martinis, John M, McClean, Jarrod R, McEwen, Matt, Megrant, Anthony, Xiao Mi, Mohseni, Masoud, Mruczkiewicz, Wojciech, Mutus, Josh, Naaman, Ofer, Neill, Charles, Neukart, Florian, Niu, Murphy Yuezhen, O'Brien, Thomas E, O'Gorman, Bryan, Ostby, Eric, Petukhov, Andre, Putterman, Harald, Quintana, Chris, Roushan, Pedram, Rubin, Nicholas C, Sank, Daniel, Skolik, Andrea, Smelyanskiy, Vadim, Strain, Doug, Streif, Michael, Szalay, Marco, Vainsencher, Amit, White, Theodore, Yao, Z Jamie, Yeh, Ping, Zalcman, Adam, Zhou, Leo, Neven, Hartmut, Bacon, Dave, Lucero, Erik, Farhi, Edward, Ryan Babbush
Published in arXiv.org (30.01.2021)
Published in arXiv.org (30.01.2021)
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mathrm{Q(AI)}^2$$: Quantum Artificial Intelligence for the Automotive Industry
Stollenwerk, Tobias, Bhattacharya, Somtapa, Cattelan, Michele, Ciani, Alessandro, Compostella, Gabriele, Headley, David, Klepsch, Johannes, Klusch, Matthias, Leder, Markus, Macaluso, Antonio, Michielsen, Kristel, Nabok, Dmytro, Papanikolaou, Anestis, Rausch, Alexander, Schumann, Marco, Skolik, Andrea, Yarkoni, Sheir, Wilhelm, Frank K.
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