Yee Whye Teh
According to our database^{1},
Yee Whye Teh
authored at least 168 papers
between 1998 and 2020.
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Bibliography
2020
On the robustness of effectiveness estimation of nonpharmaceutical interventions against COVID19 transmission.
CoRR, 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
Simple and Scalable Epistemic Uncertainty Estimation Using a Single Deep Deterministic Neural Network.
CoRR, 2020
CoRR, 2020
Fractional Underdamped Langevin Dynamics: Retargeting SGD with Momentum under HeavyTailed Gradient Noise.
CoRR, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Nonexchangeable feature allocation models with sublinear growth of the feature sizes.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
CoRR, 2019
Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic Programs with Stochastic Support.
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
Detecting OutofDistribution Inputs to Deep Generative Models Using a Test for Typicality.
CoRR, 2019
Noise Contrastive MetaLearning for Conditional Density Estimation using Kernel Mean Embeddings.
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
Proceedings of the ThirtyFifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Set Transformer: A Framework for Attentionbased PermutationInvariant Neural Networks.
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
Proceedings of the ThirtyFourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
J. Mach. Learn. Res., 2017
Distributed Bayesian Learning with Stochastic Natural Gradient Expectation Propagation and the Posterior Server.
J. Mach. Learn. Res., 2017
Faithful Model Inversion Substantially Improves Autoencoding Variational Inference.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Exploration of the (Non)Asymptotic Bias and Variance of Stochastic Gradient Langevin Dynamics.
J. Mach. Learn. Res., 2016
J. Mach. Learn. Res., 2016
CoRR, 2016
CoRR, 2016
Proceedings of the ThirtySecond Conference on Uncertainty in Artificial Intelligence, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
DRABC: Approximate Bayesian Computation with KernelBased Distribution Regression.
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 2016 Workshop on Automatic Machine Learning, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
On a class of σstable PoissonKingman models and an effective marginalized sampler.
Stat. Comput., 2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
J. Mach. Learn. Res., 2015
CoRR, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
2013
J. Mach. Learn. Res., 2013
Inferring ground truth from multiannotator ordinal data: a probabilistic approach
CoRR, 2013
Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2012
Bayesian nonparametric PlackettLuce models for the analysis of clustered ranked data
CoRR, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Scalable imputation of genetic data with a discrete fragmentationcoagulation process.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the Tenth European Workshop on Reinforcement Learning, 2012
2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
CoRR, 2011
Commun. ACM, 2011
Fast MCMC sampling for Markov jump processes and continuous time Bayesian networks.
Proceedings of the UAI 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011
2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the UAI 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 69 December 2010, 2010
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010
2009
A Hierarchical Nonparametric Bayesian Approach to Statistical Language Model Domain Adaptation.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the UAI 2009, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 710 December 2009, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 710 December 2009, 2009
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
Proceedings of the UAI 2008, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Machine Learning, 2008
2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the EMNLPCoNLL 2007, 2007
2006
Neural Computation, 2006
Cogn. Sci., 2006
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Bayesian multipopulation haplotype inference via a hierarchical dirichlet process mixture.
Proceedings of the Machine Learning, 2006
Proceedings of the ACL 2006, 2006
2005
Proceedings of the UAI '05, 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
2004
Neural Computation, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Machine Learning, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CDROM, 27 June, 2004
2003
J. Mach. Learn. Res., 2003
Artif. Intell., 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
An Alternate Objective Function for Markovian Fields.
Proceedings of the Machine Learning, 2002
2001
Belief Optimization for Binary Networks: A Stable Alternative to Loopy Belief Propagation.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1998
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998