Neil D. Lawrence
homepage:http://staffwww.dcs.shef.ac.uk/people/N.Lawrence/
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Description

Welcome

I am a professor across the Department of Computer Science and the Department of Neuroscience at the University of Sheffield.

Home Page

My research interests are in probabilistic models.

Software
Talks


Lectures:

keynote
flag Beyond Backpropagation: Uncertainty Propagation
as author at  International Conference on Learning Representations (ICLR) 2016, San Juan,
456 views
  invited talk
flag Deep Gaussian processes
as author at  1st UCL-Duke University Workshop on Sensing and Analysis of High-Dimensional Data (SAHD), London 2014,
285 views
lecture
flag Probabilistic Approaches for Computational Biology and Medicine
as author at  1st Machine Learning for Personalized Medicine (MLPM) Summer School, Tübingen 2013,
100 views
  lecture
flag What is Machine Learning?
as author at  Machine Learning Summer School (MLSS), La Palma 2012,
3977 views
lecture
flag Dimensionality Reduction
as author at  Machine Learning Summer School (MLSS), La Palma 2012,
1447 views
  panel
flag 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,
277 views
lecture
flag 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,
447 views
  tutorial
flag Gaussian Processes and Gene Regulation
as author at  5th IAPR International Conference on Pattern Recognition in Bioinformatics, Nijmegen 2010,
233 views
opening
flag Welcome
as author at  13th International Conference on Artificial Intelligence and Statistics (AISTATS), Sardinia 2010,
together with: Yee Whye Teh,
125 views
  tutorial
flag Learning with Probabilities
as author at  Cognitive Science and Machine Learning Summer School (MLSS), Sardinia 2010,
2394 views
tutorial
flag Machine learning for cognitive science 1: What is machine learning?
as author at  Cognitive Science and Machine Learning Summer School (MLSS), Sardinia 2010,
3374 views
  keynote
locked flag Transfer Learning and Multiple Output Kernel Functions
as author at  Structured Data,
2 views
lecture
flag 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,
336 views
  lecture
flag GP-LVM for Data Consolidation
as author at  NIPS Workshop on Learning from Multiple Sources, Whistler 2008,
481 views
referenced course
flag A Course on TP1
as author at  A Course on TP1,
  lecture
flag TP1 - Leveraging Complex Knowledge
as author at  VideoLectures.NET - Single Lectures Series,
29 views
lecture
flag Latent Force Models with Gaussian Processes
as author at  Bayesian Research Kitchen Workshop (BARK), Grasmere 2008,
384 views
  lecture
flag Introduction to BARK 2008
as author at  Bayesian Research Kitchen Workshop (BARK), Grasmere 2008,
103 views
introduction
flag Introduction
as author at  Learning and Inference in Computational Systems Biology (LICSB), Glasgow 2008,
136 views
  lecture
flag Human Motion Modelling through Dimensional Reduction with Gaussian Processes
as author at  Pascal Symposium meeting, Bled 2008,
638 views
lecture
flag TP1 Leveraging Complex Prior Knowledge for Learning
as author at  Pascal Symposium meeting, Bled 2008,
110 views
  lecture
flag 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,
333 views
lecture
flag Dimensionality Reduction
as author at  EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008,
2069 views
  lecture
flag Variational Optimisation by Marginal Matching
as author at  NIPS Workshop on Approximate Bayesian Inference in Continuous/Hybrid Models, Whistler 2007,
156 views
lecture
flag Debate about future meetings
as author at  Workshop on Parameter Estimation in Systems Biology, Manchester 2007,
82 views
  lecture
flag Modelling Transcriptional Regulation with Gaussian Processes
as author at  Workshop on Parameter Estimation in Systems Biology, Manchester 2007,
284 views
event
flag Workshop on Parameter Estimation in Systems Biology, Manchester 2007
as organizer at  Workshop on Parameter Estimation in Systems Biology, Manchester 2007,
  event
flag 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),
debate
flag Debate
as author at  NIPS Workshop on New Directions on Decoding Mental States from fMRI Data, Whistler 2006,
together with: Tom Mitchell,
276 views
  lecture
flag Inferring Latent Functions with Gaussian Processes in Differential Equations
as author at  NIPS Workshop on Dynamical Systems, Stochastic Processes and Bayesian Inference, Whistler 2006,
279 views
lecture
flag Probabilistic Non-Linear Principal Component Analysis with Gaussian Process Latent Variables
as author at  Machine Learning Workshop, Sheffield 2004,
1494 views