Awesome Quantum Machine Learning

Key papers

• Quantum State Engineering With Josephson-junction Devices (2000)
  Yuriy Makhlin, Gerd Schoen, Alexander Shnirman
  25.14
• Supervised Learning With Quantum Enhanced Feature Spaces (2018)
  Vojtech Havlicek, Antonio D. Córcoles, Kristan Temme, et al.
  24.61
• Barren Plateaus In Quantum Neural Network Training Landscapes (2018)
  Jarrod R. McClean, Sergio Boixo, Vadim N. Smelyanskiy, et al.
  24.40
• Noisy Intermediate-scale Quantum (NISQ) Algorithms (2021)
  Kishor Bharti, Alba Cervera-Lierta, Thi Ha Kyaw, et al.
  23.69
• Quantum Chemistry In The Age Of Quantum Computing (2018)
  Yudong Cao, Jonathan Romero, Jonathan P. Olson, et al.
  23.54
• Quantum Circuit Learning (2018)
  Kosuke Mitarai, Makoto Negoro, Masahiro Kitagawa, et al.
  23.35
• Quantum Convolutional Neural Networks (2018)
  Iris Cong, Soonwon Choi, Mikhail D. Lukin
  23.21
• Parameterized Quantum Circuits As Machine Learning Models (2019)
  Marcello Benedetti, Erika Lloyd, Stefan Sack, et al.
  22.40
• Strengths And Weaknesses Of Quantum Computing (1997)
  Charles H. Bennett, Ethan Bernstein, Gilles Brassard, et al.
  22.24
• Evaluating Analytic Gradients On Quantum Hardware (2018)
  Maria Schuld, Ville Bergholm, Christian Gogolin, et al.
  21.96
• Circuit-centric Quantum Classifiers (2018)
  Maria Schuld, Alex Bocharov, Krysta Svore, et al.
  21.83
• The Private Classical Capacity And Quantum Capacity Of A Quantum Channel (2003)
  I. Devetak
  21.10
• From The Quantum Approximate Optimization Algorithm To A Quantum Alternating Operator Ansatz (2017)
  Stuart Hadfield, Zhihui Wang, Bryan O'Gorman, et al.
  21.02
• Power Of Data In Quantum Machine Learning (2020)
  Hsin-Yuan Huang, Michael Broughton, Masoud Mohseni, et al.
  20.94
• Quantum Annealing With More Than One Hundred Qubits (2013)
  Sergio Boixo, Troels F. Rønnow, Sergei V. Isakov, et al.
  20.93
• Quantum Annealing And Analog Quantum Computation (2008)
  Arnab Das, Bikas K. Chakrabarti
  20.91
• Determining Eigenstates And Thermal States On A Quantum Computer Using Quantum Imaginary Time Evolution (2019)
  Mario Motta, Chong Sun, Adrian Teck Keng Tan, et al.
  20.89
• Optimal Quantum Cloning Machines (1997)
  N. Gisin, S. Massar
  20.87
• Quantum Optimization Using Variational Algorithms On Near-term Quantum Devices (2017)
  Nikolaj Moll, Panagiotis Barkoutsos, Lev S. Bishop, et al.
  20.84
• On The Theory Of Quantum Secret Sharing (1999)
  Daniel Gottesman
  20.56
• Quantum Telecloning And Multiparticle Entanglement (1998)
  M. Murao, D. Jonathan, M. B. Plenio, et al.
  20.55
• Quantum Circuits With Many Photons On A Programmable Nanophotonic Chip (2021)
  J. M. Arrazola, V. Bergholm, K. Brádler, et al.
  20.39
• Observable Measure Of Quantum Coherence In Finite Dimensional Systems (2014)
  Davide Girolami
  20.27
• Improving The Security Of Multiparty Quantum Secret Sharing Against Trojan Horse Attack (2005)
  Fu-Guo Deng, Xi-Han Li, Hong-Yu Zhou, et al.
  20.24
• A Rigorous And Robust Quantum Speed-up In Supervised Machine Learning (2020)
  Yunchao Liu, Srinivasan Arunachalam, Kristan Temme
  20.23
• Tripartite Quantum State Sharing (2003)
  Andrew M. Lance, Thomas Symul, Warwick P. Bowen, et al.
  20.17
• Defining And Detecting Quantum Speedup (2014)
  Troels F. Rønnow, Zhihui Wang, Joshua Job, et al.
  20.16
• Optimal Universal And State-dependent Quantum Cloning (1997)
  D. Bruss, D. P. Divincenzo, A. Ekert, et al.
  20.12
• Variational Ansatz-based Quantum Simulation Of Imaginary Time Evolution (2018)
  Sam McArdle, Tyson Jones, Suguru Endo, et al.
  20.09
• All Photonic Quantum Repeaters (2013)
  Koji Azuma, Kiyoshi Tamaki, Hoi-Kwong Lo
  20.03
• Quantum Error Mitigation (2022)
  Zhenyu Cai, Ryan Babbush, Simon C. Benjamin, et al.
  20.03
• Perspectives Of Quantum Annealing: Methods And Implementations (2019)
  Philipp Hauke, Helmut G. Katzgraber, Wolfgang Lechner, et al.
  19.85
• Grover's Quantum Searching Algorithm Is Optimal (1997)
  Christof Zalka
  19.48
• Quantum Steering: A Review With Focus On Semidefinite Programming (2016)
  D. Cavalcanti, P. Skrzypczyk
  19.45
• Realization Of A Scalable Shor Algorithm (2015)
  Thomas Monz, Daniel Nigg, Esteban A. Martinez, et al.
  19.45
• Shor's Quantum Factoring Algorithm On A Photonic Chip (2009)
  Alberto Politi, Jonathan C. F. Matthews, Jeremy L. O'Brien
  19.43
• Traffic Flow Optimization Using A Quantum Annealer (2017)
  Florian Neukart, Gabriele Compostella, Christian Seidel, et al.
  19.38
• Tight Bounds On Quantum Searching (1996)
  Michel Boyer, Gilles Brassard, Peter Hoeyer, et al.
  19.35
• A Simple Quantum Computer (1995)
  I. L. Chuang, Y. Yamamoto
  19.23
• Quantum Machine Learning: A Classical Perspective (2017)
  Carlo Ciliberto, Mark Herbster, Alessandro Davide Ialongo, et al.
  19.18
• Quantum Secret Sharing Without Entanglement (2002)
  Guo-Ping Guo, Guang-Can Guo
  19.09
• Quantum Distribution Of Gaussian Keys With Squeezed States (2000)
  N. J. Cerf, M. Levy, G. van Assche
  18.95
• Mathematical Foundation Of Quantum Annealing (2008)
  Satoshi Morita, Hidetoshi Nishimori
  18.92
• Quantum Annealing For Industry Applications: Introduction And Review (2021)
  Sheir Yarkoni, Elena Raponi, Thomas Bäck, et al.
  18.53
• Harnessing Disordered Quantum Dynamics For Machine Learning (2016)
  Keisuke Fujii, Kohei Nakajima
  18.42
• A Generative Modeling Approach For Benchmarking And Training Shallow Quantum Circuits (2018)
  Marcello Benedetti, Delfina Garcia-Pintos, Oscar Perdomo, et al.
  18.40
• Thermalizing Quantum Machines: Dissipation And Entanglement (2001)
  Valerio Scarani, Mario Ziman, Peter Stelmachovic, et al.
  18.39
• Reinforcement Learning In Different Phases Of Quantum Control (2017)
  Marin Bukov, Alexandre G. R. Day, Dries Sels, et al.
  18.33
• Hybrid Quantum Devices And Quantum Engineering (2009)
  Margareta Wallquist, Klemens Hammerer, Peter Rabl, et al.
  18.28
• The Expressive Power Of Parameterized Quantum Circuits (2018)
  Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, et al.
  18.27
• Implementing The Quantum Von Neumann Architecture With Superconducting Circuits (2011)
  Matteo Mariantoni, H. Wang, T. Yamamoto, et al.
  18.22
• Simulating Quantum Many-body Dynamics On A Current Digital Quantum Computer (2019)
  Adam Smith, M. S. Kim, Frank Pollmann, et al.
  18.20
• What Is The Computational Value Of Finite Range Tunneling? (2015)
  Vasil S. Denchev, Sergio Boixo, Sergei V. Isakov, et al.
  18.06
• Strawberry Fields: A Software Platform For Photonic Quantum Computing (2018)
  Nathan Killoran, Josh Izaac, Nicolás Quesada, et al.
  18.02
• Cryogenic Control Architecture For Large-scale Quantum Computing (2014)
  J. M. Hornibrook, J. I. Colless, I. D. Conway Lamb, et al.
  18.00
• Probabilistic Error Cancellation With Sparse Pauli-lindblad Models On Noisy Quantum Processors (2022)
  Ewout van Den Berg, Zlatko K. Minev, Abhinav Kandala, et al.
  17.93
• Experimental Realization Of Dicke States Of Up To Six Qubits For Multiparty Quantum Networking (2009)
  R. Prevedel, G. Cronenberg, M. S. Tame, et al.
  17.91
• Experimental Signature Of Programmable Quantum Annealing (2012)
  Sergio Boixo, Tameem Albash, Federico M. Spedalieri, et al.
  17.89
• Demonstrating A Continuous Set Of Two-qubit Gates For Near-term Quantum Algorithms (2020)
  B. Foxen, C. Neill, A. Dunsworth, et al.
  17.85
• Quantum Metropolis Sampling (2009)
  K. Temme, T. J. Osborne, K. G. Vollbrecht, et al.
  17.85