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Numerical and geometrical aspects of flow-based variational quantum Monte Carlo



James Stokes , Brian Chen , Shravan Veerapaneni

* Review article 

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Continuous-variable neural-network quantum states and the quantum rotor model



James Stokes , Saibal De , Shravan Veerapaneni , Giuseppe Carleo


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Gauge equivariant neural networks for quantum lattice gauge theories



Di Luo , Giuseppe Carleo , Bryan K. Clark , James Stokes


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Meta Variational Monte Carlo



Tianchen Zhao , James Stokes , Oliver Knitter , Brian Chen , Shravan Veerapaneni

* To appear at the Third Workshop on Machine Learning and the Physical Sciences (NeurIPS 2020) 

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Phases of two-dimensional spinless lattice fermions with first-quantized deep neural-network quantum states



James Stokes , Javier Robledo Moreno , Eftychios A. Pnevmatikakis , Giuseppe Carleo


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Natural evolution strategies and quantum approximate optimization



Tianchen Zhao , Giuseppe Carleo , James Stokes , Shravan Veerapaneni


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Quantum Natural Gradient



James Stokes , Josh Izaac , Nathan Killoran , Giuseppe Carleo

* 9 pages, 2 figures 

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Mean-field Analysis of Batch Normalization



Mingwei Wei , James Stokes , David J Schwab


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Probabilistic Modeling with Matrix Product States



James Stokes , John Terilla


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Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks



Tengyuan Liang , James Stokes


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