Universal discriminative quantum neural networks

Universal discriminative quantum neural networks

22 May 2018

Leonard Wossnig

Simone Severini

Hartmut Neven

Masoud Mohseni

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Papers citing "Universal discriminative quantum neural networks"

13 / 13 papers shown

Title
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 95 1,825 0 29 Mar 2018
Learning hard quantum distributions with variational autoencoders Andrea Rocchetto Edward Grant Sergii Strelchuk Giuseppe Carleo Simone Severini BDL DRL 77 78 0 02 Oct 2017
Quantum machine learning: a classical perspective C. Ciliberto Mark Herbster Alessandro Davide Ialongo Massimiliano Pontil Andrea Rocchetto Simone Severini Leonard Wossnig AI4CE 74 440 0 26 Jul 2017
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 66 2,022 0 28 Nov 2016
Eigenvalues of the Hessian in Deep Learning: Singularity and Beyond Levent Sagun Léon Bottou Yann LeCun UQCV 91 236 0 22 Nov 2016
Learning Unitary Operators with Help From u(n) Stephanie L. Hyland Gunnar Rätsch 150 42 0 17 Jul 2016
Ladder Variational Autoencoders C. Sønderby T. Raiko Lars Maaløe Søren Kaae Sønderby Ole Winther BDL DRL 99 915 0 06 Feb 2016
Unitary Evolution Recurrent Neural Networks Martín Arjovsky Amar Shah Yoshua Bengio ODL 75 771 0 20 Nov 2015
Quantum Inspired Training for Boltzmann Machines N. Wiebe Ashish Kapoor C. Granade K. Svore 38 22 0 09 Jul 2015
Saddle-free Hessian-free Optimization Martín Arjovsky ODL 40 2 0 30 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization Yann N. Dauphin Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Surya Ganguli Yoshua Bengio ODL 129 1,389 0 10 Jun 2014
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 185 1,852 0 20 Dec 2013

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