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Role of Human-AI Interaction in Selective Prediction


Dec 13, 2021
Elizabeth Bondi, Raphael Koster, Hannah Sheahan, Martin Chadwick, Yoram Bachrach, Taylan Cemgil, Ulrich Paquet, Krishnamurthy Dvijotham

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* To be published in AAAI 2022 

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Acquisition of Chess Knowledge in AlphaZero


Nov 27, 2021
Thomas McGrath, Andrei Kapishnikov, Nenad Tomašev, Adam Pearce, Demis Hassabis, Been Kim, Ulrich Paquet, Vladimir Kramnik

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* 69 pages, 44 figures 

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Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess


Sep 15, 2020
Nenad Tomašev, Ulrich Paquet, Demis Hassabis, Vladimir Kramnik

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* 98 pages. Game AZ-8 on page 39 (Stalemate=win variant) replaced from version 1 

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Unsupervised Separation of Dynamics from Pixels


Jul 20, 2019
Silvia Chiappa, Ulrich Paquet

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* METRON, Springer, 2019 

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A Factorial Mixture Prior for Compositional Deep Generative Models


Dec 18, 2018
Ulrich Paquet, Sumedh K. Ghaisas, Olivier Tieleman

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* 16 pagers, 10 figures 

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An Efficient Implementation of Riemannian Manifold Hamiltonian Monte Carlo for Gaussian Process Models


Oct 28, 2018
Ulrich Paquet, Marco Fraccaro

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* Technical report accompanying arXiv:1604.01972, "An Adaptive Resample-Move Algorithm for Estimating Normalizing Constants" (2016) 

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Recurrent Relational Networks


Oct 16, 2018
Rasmus Berg Palm, Ulrich Paquet, Ole Winther

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* Accepted at NIPS 2018 

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A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning


Oct 30, 2017
Marco Fraccaro, Simon Kamronn, Ulrich Paquet, Ole Winther

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* NIPS 2017 

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Sequential Neural Models with Stochastic Layers


Nov 13, 2016
Marco Fraccaro, Søren Kaae Sønderby, Ulrich Paquet, Ole Winther

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* NIPS 2016 

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