$Machine learning \& artificial intelligence in the quantum domain$

Machine learning \& artificial intelligence in the quantum domain

8 September 2017

Papers citing "Machine learning \& artificial intelligence in the quantum domain"

50 / 55 papers shown

Title
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead Kamila Zaman Alberto Marchisio Muhammad Abdullah Hanif Mohamed Bennai 104 26 0 16 Oct 2023
Fidelity-based Probabilistic Q-learning for Control of Quantum Systems Chunlin Chen D. Dong Han-Xiong Li J. Chu T. Tarn 31 136 0 08 Jun 2018
Quantum machine learning: a classical perspective C. Ciliberto Mark Herbster Alessandro Davide Ialongo Massimiliano Pontil Andrea Rocchetto Simone Severini Leonard Wossnig AI4CE 83 441 0 26 Jul 2017
Active learning machine learns to create new quantum experiments A. Melnikov Hendrik Poulsen Nautrup Mario Krenn Vedran Dunjko M. Tiersch A. Zeilinger Hans J. Briegel 64 264 0 02 Jun 2017
Transforming Bell's Inequalities into State Classifiers with Machine Learning Yue-Chi Ma M. Yung 44 76 0 02 May 2017
Stabiliser states are efficiently PAC-learnable Andrea Rocchetto 46 34 0 30 Apr 2017
Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design Yoav Levine David Yakira Nadav Cohen Amnon Shashua 113 126 0 05 Apr 2017
A Survey of Quantum Learning Theory Srinivasan Arunachalam Ronald de Wolf 52 71 0 24 Jan 2017
Basic protocols in quantum reinforcement learning with superconducting circuits L. Lamata 70 72 0 18 Jan 2017
Reinforcement Learning Using Quantum Boltzmann Machines Daniel Crawford A. Levit Navid Ghadermarzy J. S. Oberoi Pooya Ronagh 69 106 0 17 Dec 2016
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 71 2,035 0 28 Nov 2016
Quantum Enhanced Inference in Markov Logic Networks P. Wittek C. Gogolin LRM 40 28 0 24 Nov 2016
Why and When Can Deep -- but Not Shallow -- Networks Avoid the Curse of Dimensionality: a Review T. Poggio H. Mhaskar Lorenzo Rosasco Brando Miranda Q. Liao 151 576 0 02 Nov 2016
Quantum-enhanced machine learning Vedran Dunjko Jacob M. Taylor Hans J. Briegel 62 374 0 26 Oct 2016
Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics Pantita Palittapongarnpim P. Wittek E. Zahedinejad Shakib Vedaie B. Sanders AI4CE 95 88 0 12 Jul 2016
Optimal Quantum Sample Complexity of Learning Algorithms Srinivasan Arunachalam Ronald de Wolf 64 99 0 04 Jul 2016
The Mythos of Model Interpretability Zachary Chase Lipton FaML 183 3,716 0 10 Jun 2016
Discovering Phase Transitions with Unsupervised Learning Lei Wang 62 439 0 01 Jun 2016
Using Recurrent Neural Networks to Optimize Dynamical Decoupling for Quantum Memory Moritz August Xiaotong Ni 35 53 0 01 Apr 2016
Robotic Playing for Hierarchical Complex Skill Learning Simon Hangl Emre Ugur S. Szedmák J. Piater 58 33 0 02 Mar 2016
Meta-learning within Projective Simulation A. Makmal A. Melnikov Vedran Dunjko Hans J. Briegel 52 29 0 25 Feb 2016
Quantum Perceptron Models N. Wiebe Ashish Kapoor K. Svore 52 152 0 15 Feb 2016
Quantum machine learning with glow for episodic tasks and decision games Jens Clausen Hans J. Briegel 32 13 0 27 Jan 2016
Quantum assisted Gaussian process regression Zhikuan Zhao Jack K. Fitzsimons J. Fitzsimons GP 54 101 0 12 Dec 2015
Causal Boxes: Quantum Information-Processing Systems Closed under Composition Christopher Portmann Christian Matt U. Maurer R. Renner Björn Tackmann 42 63 0 07 Dec 2015
Designing High-Fidelity Single-Shot Three-Qubit Gates: A Machine Learning Approach E. Zahedinejad J. Ghosh B. Sanders 56 76 0 28 Nov 2015
Sample Complexity of Episodic Fixed-Horizon Reinforcement Learning Christoph Dann Emma Brunskill 78 249 0 29 Oct 2015
Application of Quantum Annealing to Training of Deep Neural Networks S. Adachi Maxwell P. Henderson BDL 56 239 0 21 Oct 2015
Framework for learning agents in quantum environments Vedran Dunjko Jacob M. Taylor Hans J. Briegel 61 31 0 30 Jul 2015
Projective simulation with generalization A. Melnikov A. Makmal Vedran Dunjko Hans J. Briegel 44 42 0 09 Apr 2015
Totally Corrective Boosting with Cardinality Penalization Vasil S. Denchev Nan Ding Shin Matsushima S.V.N. Vishwanathan Hartmut Neven 25 4 0 07 Apr 2015
Faster quantum mixing for slowly evolving sequences of Markov chains Vedran Dunjko Hans J. Briegel Vedran Dunjko AI4CE 21 13 0 04 Mar 2015
The Learnability of Unknown Quantum Measurements Hao-Chung Cheng Min-hsiu Hsieh Ping-Cheng Yeh 53 40 0 03 Jan 2015
Quantum Deep Learning N. Wiebe Ashish Kapoor K. Svore AI4CE 117 221 0 10 Dec 2014
An exact mapping between the Variational Renormalization Group and Deep Learning Pankaj Mehta D. Schwab AI4CE 99 312 0 14 Oct 2014
Machine learning for many-body physics: The case of the Anderson impurity model L. Arsenault A. Lopez-Bezanilla O. A. von Lilienfeld A. Millis AI4CE 84 108 0 05 Aug 2014
Bayesian Network Structure Learning Using Quantum Annealing B. O’Gorman A. Perdomo-Ortiz Ryan Babbush Alán Aspuru-Guzik V. Smelyanskiy 66 101 0 15 Jul 2014
Construction of non-convex polynomial loss functions for training a binary classifier with quantum annealing Ryan Babbush Vasil S. Denchev Nan Ding Sergei Isakov Hartmut Neven 51 11 0 17 Jun 2014
Projective simulation applied to the grid-world and the mountain-car problem A. Melnikov A. Makmal Hans J. Briegel 70 24 0 21 May 2014
Noise Facilitation in Associative Memories of Exponential Capacity Amin Karbasi A. Salavati A. Shokrollahi Lav Varshney 62 19 0 13 Mar 2014
The Sample-Complexity of General Reinforcement Learning Tor Lattimore Marcus Hutter P. Sunehag VLM 97 67 0 22 Aug 2013
Projective simulation for classical learning agents: a comprehensive investigation Julian Mautner A. Makmal D. Manzano M. Tiersch Hans J. Briegel 91 50 0 07 May 2013
Robust Online Hamiltonian Learning C. Granade C. Ferrie N. Wiebe D. Cory 80 188 0 06 Jul 2012
Finding Density Functionals with Machine Learning John C. Snyder M. Rupp K. Hansen K. Müller K. Burke 126 477 0 22 Dec 2011
Quantum Control Experiments as a Testbed for Evolutionary Multi-Objective Algorithms O. M. Shir J. Roslund Z. Leghtas H. Rabitz 62 22 0 22 Dec 2011
No Free Lunch versus Occam's Razor in Supervised Learning Tor Lattimore Marcus Hutter UQCV FedML 81 44 0 16 Nov 2011
Noise Tolerance under Risk Minimization Naresh Manwani S. M. I. P. S. Sastry NoLa 199 277 0 24 Sep 2011
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning M. Rupp A. Tkatchenko K. Müller O. A. von Lilienfeld AI4CE 200 1,592 0 12 Sep 2011
Quantum adiabatic machine learning K. Pudenz Daniel A. Lidar 92 140 0 01 Sep 2011
Quantum learning: optimal classification of qubit states M. Guţă W. Kotłowski SSL 78 51 0 14 Apr 2010