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lecture
What is Machine Learning?
as author at Machine Learning Summer School (MLSS), La Palma 2012,
30627 views
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event
Workshop on Parameter Estimation in Systems Biology, Manchester 2007
as organizer at Workshop on Parameter Estimation in Systems Biology, Manchester 2007,
8881 views
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tutorial
Machine learning for cognitive science 1: What is machine learning?
as author at Cognitive Science and Machine Learning Summer School (MLSS), Sardinia 2010,
22914 views
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lecture
Dimensionality Reduction
as author at Machine Learning Summer School (MLSS), La Palma 2012,
13644 views
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tutorial
Learning with Probabilities
as author at Cognitive Science and Machine Learning Summer School (MLSS), Sardinia 2010,
12386 views
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lecture
Dimensionality Reduction
as author at EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008,
12100 views
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keynote
Beyond Backpropagation: Uncertainty Propagation
as author at International Conference on Learning Representations (ICLR) 2016, San Juan,
5621 views
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lecture
Probabilistic Non-Linear Principal Component Analysis with Gaussian Process Latent Variables
as author at Machine Learning Workshop, Sheffield 2004,
10471 views
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panel
Opportunities for cosmology to meet machine learning
as author at Cosmology meets Machine Learning,
together with:
Phil Marshall (moderator),
Bernhard Schölkopf,
Rob Fergus,
David W. Hogg,
Alexandre Refregier,
Jean-Luc Starck,
Robert Lupton,
Iain Murray,
5924 views
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invited talk
Deep Gaussian processes
as author at 1st UCL-Duke University Workshop on Sensing and Analysis of High-Dimensional Data (SAHD), London 2014,
4579 views
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lecture
Spectral Dimensionality Reduction via Maximum Entropy, incl. discussion by Laurens van der Maaten
as author at 14th International Conference on Artificial Intelligence and Statistics (AISTATS), Ft. Lauderdale 2011,
together with:
Laurens van der Maaten,
5369 views
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debate
Debate
as author at NIPS Workshop on New Directions on Decoding Mental States from fMRI Data, Whistler 2006,
together with:
Tom Mitchell,
6561 views
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lecture
GP-LVM for Data Consolidation
as author at NIPS Workshop on Learning from Multiple Sources, Whistler 2008,
5267 views
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event
NIPS Workshop on Learning when Test and Training Inputs Have Different Distributions, Whistler 2006
as organizer at NIPS Workshop on Learning when Test and Training Inputs Have Different Distributions, Whistler 2006,
together with:
Joaquin Quiñonero Candela (organizer),
9475 views
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lecture
Human Motion Modelling through Dimensional Reduction with Gaussian Processes
as author at Pascal Symposium meeting, Bled 2008,
5391 views
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lecture
Estimation of Multiple Transcription Factor Activities using ODEs and Gaussian Processes
as presenter at Workshop on Learning and Inference in Computational and Systems Biology (LICSB), London 2009,
4850 views
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lecture
Latent Force Models with Gaussian Processes
as author at Bayesian Research Kitchen Workshop (BARK), Grasmere 2008,
4940 views
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opening
Welcome
as author at 13th International Conference on Artificial Intelligence and Statistics (AISTATS), Sardinia 2010,
together with:
Yee Whye Teh,
4409 views
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lecture
Inferring Latent Functions with Gaussian Processes in Differential Equations
as author at NIPS Workshop on Dynamical Systems, Stochastic Processes and Bayesian Inference, Whistler 2006,
5274 views
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lecture
Modelling Transcriptional Regulation with Gaussian Processes
as author at Workshop on Parameter Estimation in Systems Biology, Manchester 2007,
5184 views
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tutorial
Gaussian Processes and Gene Regulation
as author at 5th IAPR International Conference on Pattern Recognition in Bioinformatics, Nijmegen 2010,
3772 views
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lecture
Panel discussion – Future Challenges in Data Modelling
as author at EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008,
together with:
George Irwin,
Andrew Blake,
Mahesan Niranjan,
4121 views
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lecture
Probabilistic Approaches for Computational Biology and Medicine
as author at 1st Machine Learning for Personalized Medicine (MLPM) Summer School, Tübingen 2013,
2418 views
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lecture
Variational Optimisation by Marginal Matching
as author at NIPS Workshop on Approximate Bayesian Inference in Continuous/Hybrid Models, Whistler 2007,
3755 views
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lecture
TP1 Leveraging Complex Prior Knowledge for Learning
as author at Pascal Symposium meeting, Bled 2008,
3679 views
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lecture
Introduction to BARK 2008
as author at Bayesian Research Kitchen Workshop (BARK), Grasmere 2008,
3111 views
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introduction
Introduction
as author at Learning and Inference in Computational Systems Biology (LICSB), Glasgow 2008,
3178 views
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lecture
TP1 - Leveraging Complex Knowledge
as author at VideoLectures.NET - Single Lectures Series,
2896 views
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lecture
Debate about future meetings
as author at Workshop on Parameter Estimation in Systems Biology, Manchester 2007,
3229 views
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keynote
Transfer Learning and Multiple Output Kernel Functions
as author at Structured Data,
2437 views
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referenced course
A Course on TP1
as author at A Course on TP1,
1626 views
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Springer,
