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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

* 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

* 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

* 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

* 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

* 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

* NIPS 2017 

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Sequential Neural Models with Stochastic Layers

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

* NIPS 2016 

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The Bayesian Low-Rank Determinantal Point Process Mixture Model

Aug 16, 2016
Mike Gartrell, Ulrich Paquet, Noam Koenigstein

* 9 pages, 6 figures. This article draws heavily from arXiv:1602.05436 

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An Adaptive Resample-Move Algorithm for Estimating Normalizing Constants

Aug 15, 2016
Marco Fraccaro, Ulrich Paquet, Ole Winther

* 11 pages, 5 figures 

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Low-Rank Factorization of Determinantal Point Processes for Recommendation

Feb 17, 2016
Mike Gartrell, Ulrich Paquet, Noam Koenigstein

* 10 pages, 4 figures. Submitted to KDD 2016 

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On the Convergence of Stochastic Variational Inference in Bayesian Networks

Jul 16, 2015
Ulrich Paquet

* NIPS 2014 Workshop on Advances in Variational Inference. Montreal, Canada 

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One-class Collaborative Filtering with Random Graphs: Annotated Version

Sep 24, 2014
Ulrich Paquet, Noam Koenigstein

* 11 pages, 7 figures. Detailed, annotated and expanded version of conference paper "One-class Collaborative Filtering with Random Graphs" (WWW 2013) 

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Scalable Bayesian Modelling of Paired Symbols

Sep 10, 2014
Ulrich Paquet, Noam Koenigstein, Ole Winther

* 15 pages, 6 figures 

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Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models

Oct 25, 2013
Manfred Opper, Ulrich Paquet, Ole Winther

* 45 pages, 10 figures 

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