U. Paquet

发表

Sequential Neural Models with Stochastic Layers

Ole Winther, Marco Fraccaro, Ulrich Paquet, 2016, NIPS.

Collaborative learning of preference rankings

Tim Salimans, Thore Graepel, Ulrich Paquet, 2012, RecSys.

Perturbation Theory for Variational Inference

Alex K. Susemihl, M. Opper, Marco Fraccaro, 2015 .

A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning

Ole Winther, Marco Fraccaro, Ulrich Paquet, 2017, NIPS.

Empirical Bayesian Change Point Detection

U. Paquet, 2007 .

Large-scale Ordinal Collaborative Filtering

Ole Winther, Ulrich Paquet, Blaise Thomson, 2010 .

An Adaptive Resample-Move Algorithm for Estimating Normalizing Constants

Marco Fraccaro, O. Winther, U. Paquet, 2016, 1604.01972.

Gaussian process modeling for image distortion correction in echo planar imaging

Ulrich Paquet, Guy B. Williams, Guy B Williams, 2008, Magnetic resonance in medicine.

Collaborative Learning of Preference Relations

Tim Salimans, Thore Graepel, Ulrich Paquet, 2012 .

Role of Human-AI Interaction in Selective Prediction

Yoram Bachrach, Krishnamurthy Dvijotham, M. Chadwick, 2021, AAAI.

Acquisition of chess knowledge in AlphaZero

D. Hassabis, U. Paquet, Adam Pearce, 2021, Proceedings of the National Academy of Sciences of the United States of America.

A hierarchical model for ordinal matrix factorization

O. Winther, U. Paquet, Blaise Thomson, 2011, Statistics and computing.

Perturbation Corrections in Approximate Inference: Mixture Modelling Applications

Ole Winther, Manfred Opper, Ulrich Paquet, 2009, J. Mach. Learn. Res..

Low-Rank Factorization of Determinantal Point Processes

Ulrich Paquet, Mike Gartrell, Noam Koenigstein, 2017, AAAI.

Efficient Bayesian inference of instantaneous reproduction numbers at fine spatial scales, with an application to mapping and nowcasting the Covid‐19 epidemic in British local authorities

Y. Teh, U. Paquet, Nenad Tomašev, 2022, Journal of the Royal Statistical Society. Series A,.

Collective Noise Contrastive Estimation for Policy Transfer Learning

Katja Hofmann, Weinan Zhang, Ulrich Paquet, 2016, AAAI.

Scalable Bayesian Modelling of Paired Symbols

Ole Winther, Ulrich Paquet, Noam Koenigstein, 2014, 1409.2824.

Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem

Jeffrey S. Rosenschein, Yoad Lewenberg, Ulrich Paquet, 2017, AAAI.

Indexable Probabilistic Matrix Factorization for Maximum Inner Product Search

Ole Winther, Marco Fraccaro, Ulrich Paquet, 2016, AAAI.

Convexity and Bayesian constrained local models

Ulrich Paquet, U. Paquet, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Speeding up the Xbox recommender system using a euclidean transformation for inner-product spaces

Ulrich Paquet, Yoram Bachrach, Ran Gilad-Bachrach, 2014, RecSys '14.

Recurrent Relational Networks

Ole Winther, Rasmus Berg Palm, Ulrich Paquet, 2017, NeurIPS.

Mining Large-scale TV Group Viewing Patterns for Group Recommendation

Pushmeet Kohli, Ulrich Paquet, Mike Gartrell, 2013 .

Bayesian Low-Rank Determinantal Point Processes

Ulrich Paquet, Mike Gartrell, Noam Koenigstein, 2016, RecSys.

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

Ulrich Paquet, Demis Hassabis, Nenad Tomasev, 2020, ArXiv.

Beyond Collaborative Filtering: The List Recommendation Problem

Ulrich Paquet, Noam Koenigstein, Oren Sar Shalom, 2016, WWW.

Sequential Neural Models with Stochastic Layers

Søren Kaae Sønderby, Marco Fraccaro, O. Winther, 2016, NIPS.

Unsupervised separation of dynamics from pixels pdf

Ulrich Paquet, Silvia Chiappa, S. Chiappa, 2019, METRON.

A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning

Marco Fraccaro, O. Winther, U. Paquet, 2017, NIPS.

Recurrent Relational Networks for Complex Relational Reasoning pdf

Ole Winther, Rasmus Berg Palm, Ulrich Paquet, 2018, ArXiv.

A hierarchical model for ordinal matrix factorization

Ole Winther, Ulrich Paquet, Blaise Thomson, 2012, Stat. Comput..

Xbox movies recommendations: variational bayes matrix factorization with embedded feature selection

Ulrich Paquet, Noam Koenigstein, U. Paquet, 2013, RecSys.

The Bayesian Low-Rank Determinantal Point Process Mixture Model pdf

Ulrich Paquet, Mike Gartrell, Noam Koenigstein, 2016, ArXiv.

Low-Rank Factorization of Determinantal Point Processes pdf

Ulrich Paquet, Mike Gartrell, Noam Koenigstein, 2016, AAAI.

One-class Collaborative Filtering with Random Graphs: Annotated Version pdf

Ulrich Paquet, Noam Koenigstein, U. Paquet, 2013, ArXiv.

One-class collaborative filtering with random graphs

Ulrich Paquet, Noam Koenigstein, U. Paquet, 2013, WWW.

The Xbox recommender system

Ulrich Paquet, Noam Koenigstein, Nir Nice, 2012, RecSys.

A Bayesian Treatment of Social Links in Recommender Systems ; CU-CS-1092-12

Ralf Herbrich, Ulrich Paquet, Mike Gartrell, 2012 .