Zoubin Ghahramani
Affiliations:- Google Brain
- University College London, UK (former)
According to our database1,
Zoubin Ghahramani
authored at least 272 papers
between 1993 and 2024.
Collaborative distances:
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on twitter.com
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on isni.org
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Bibliography
2024
Towards Responsible Development of Generative AI for Education: An Evaluation-Driven Approach.
CoRR, 2024
CoRR, 2024
2023
Proceedings of the International Conference on Machine Learning, 2023
2022
2021
Automatic prior selection for meta Bayesian optimization with a case study on tuning deep neural network optimizers.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Learning Continuous Treatment Policy and Bipartite Embeddings for Matching with Heterogeneous Causal Effects.
CoRR, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Stat. Comput., 2019
Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning.
Proceedings of the Thirty-Fifth 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
AdvancedHMC.jl: A robust, modular and e cient implementation of advanced HMC algorithms.
Proceedings of the Symposium on Advances in Approximate Bayesian Inference, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019
2018
Proc. ACM Program. Lang., 2018
Proc. ACM Program. Lang., 2018
Branch-recombinant Gaussian processes for analysis of perturbations in biological time series.
Bioinform., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Discovering Interpretable Representations for Both Deep Generative and Discriminative Models.
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
IEEE J. Biomed. Health Informatics, 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
A General Framework for Constrained Bayesian Optimization using Information-based Search.
J. Mach. Learn. Res., 2016
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Proceedings of the Thirty-Second 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
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning.
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
On Sparse Variational Methods and the Kullback-Leibler Divergence between Stochastic Processes.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
J. Mach. Learn. Res., 2015
An Empirical Study of Stochastic Variational Algorithms for the Beta Bernoulli Process.
CoRR, 2015
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference.
CoRR, 2015
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions.
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 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
An Empirical Study of Stochastic Variational Inference Algorithms for the Beta Bernoulli Process.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 8th ACM SIGPLAN Symposium on Haskell, 2015
Proceedings of the 2015 Data Compression Conference, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014
CoRR, 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
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Automatic Construction and Natural-Language Description of Nonparametric Regression Models.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Model Reductions for Inference: Generality of Pairwise, Binary, and Planar Factor Graphs.
Neural Comput., 2013
Determinantal Clustering Processes - A Nonparametric Bayesian Approach to Kernel Based Semi-Supervised Clustering.
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013
Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Discovering latent influence in online social activities via shared cascade poisson processes.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
A Nonparametric Bayesian Model for Multiple Clustering with Overlapping Feature Views.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 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 3-6, 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 3-6, 2012
Random function priors for exchangeable arrays with applications to graphs and relational data.
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 3-6, 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 3-6, 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 3-6, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 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 12-14 December 2011, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
A Comparison of Human and Agent Reinforcement Learning in Partially Observable Domains.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series.
J. Comput. Biol., 2010
Nonparametric Bayesian Sparse Factor Models with application to Gene Expression modelling
CoRR, 2010
Bioinform., 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 6-9 December 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 6-9 December 2010, 2010
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010
2009
Modeling and Visualizing Uncertainty in Gene Expression Clusters Using Dirichlet Process Mixtures.
IEEE ACM Trans. Comput. Biol. Bioinform., 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 Twelfth International Conference on Artificial Intelligence and Statistics, 2009
J. Mach. Learn. Res., 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 Twelfth International Conference on Artificial Intelligence and Statistics, 2009
BMC Bioinform., 2009
A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series.
Proceedings of the Research in Computational Molecular Biology, 2009
Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Discovering Temporal Patterns of Differential Gene Expression in Microarray Time Series.
Proceedings of the German Conference on Bioinformatics 2009, 2009
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
2008
IEEE Signal Process. Lett., 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
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the ECAI 2008, 2008
2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
2006
Bayesian Segmental Models with Multiple Sequence Alignment Profiles for Protein Secondary Structure and Contact Map Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2006
Pattern Recognit. Lett., 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Proceedings of the UAI '06, 2006
Proceedings of the UAI '06, 2006
Identifying Protein Complexes in High-Throughput Protein Interaction Screens Using an Infinite Latent Feature Model.
Proceedings of the Biocomputing 2006, 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the Feature Extraction - Foundations and Applications, 2006
Proceedings of the Semi-Supervised Learning, 2006
2005
Bioinform., 2005
A Bayesian approach to reconstructing genetic regulatory networks with hidden factors.
Bioinform., 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Machine Learning, 2005
Proceedings of the Machine Learning, 2005
U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models.
Proceedings of the Machine Learning: ECML 2005, 2005
2004
Int. J. Robotics Res., 2004
Bioinform., 2004
Proceedings of the UAI '04, 2004
Clustering Protein Sequence and Structure Space with Infinite Gaussian Mixture Models.
Proceedings of the Biocomputing 2004, 2004
The Status of Structural Genomics Defined Through the Analysis of Current Targets and Structures.
Proceedings of the Biocomputing 2004, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
A Probabilistic Model for Online Document Clustering with Application to Novelty Detection.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Machine Learning, 2004
Proceedings of the Machine Learning, 2004
Protein secondary structure prediction using sigmoid belief networks to parameterize segmental semi-Markov models.
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
2003
Proceedings of the UAI '03, 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the Machine Learning, 2003
Proceedings of the Machine Learning, 2003
Proceedings of the Advanced Lectures on Machine Learning, 2003
2002
Neural Networks, 2002
Bioinform., 2002
Simultaneous Mapping and Localization with Sparse Extended Information Filters: Theory and Initial Results.
Proceedings of the Algorithmic Foundations of Robotics V, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2001
Int. J. Pattern Recognit. Artif. Intell., 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
2000
J. VLSI Signal Process., 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the Learning in Graphical Models, 1998
Proceedings of the Learning in Graphical Models, 1998
1997
Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993