-- AmosStorkey - 09 Oct 2017

Guest Lecture Timetable for Introduction to Research in Data Science

Monday 16 October 2017 Iain Murray Adam Lopez
Thursday 19 October 2017 Ian Simpson Michael Gutmann
Monday 23 October 2017 Lukasz Spruch Ioannis Papastathopoulos
Thursday 26 October 2017 Leonid Libkin Vaishak Belle
Monday 30 October 2017 Mirella Lapata Steve Renals
Thursday 2 November 2017 Frank Keller Chris Williams
Monday 6 November 2017 Ben Leimkuhler Nigel Goddard
Thursday 9 November 2017 Haken Bilen Kenneth Heafield

Ian Simpson New Methods for Functional Annotation Analysis in the Biosciences https://www.ncbi.nlm.nih.gov/pubmed/22300537
Iain Murray Infering dynamics from a snapshot; Density Estimation for deeper Probabilistic Modelling https://arxiv.org/abs/0903.5308
Leonid Libkin Do we understand most basic data analytics tools? http://homepages.inf.ed.ac.uk/libkin/papers/pvldb17.pdf
Mirella Lapata Multiple Instance Neural Networks for Sentiment Summarization  
Frank Keller Multimodal representations for language and vision tasks http://homepages.inf.ed.ac.uk/keller/publications/naacl16.pdf
Nigel Goddard Neural Networks for Inferring Energy-Related Domestic Behaviour https://arxiv.org/abs/1612.09106
Adam Lopez What do neural networks learn about language? http://aclweb.org/anthology/P17-1184
Vaishak Belle Solving Probability Problems in Natural Language https://cl.ly/kjrg/download/nlp4plp.pdf
Hakan Bilen Unsupervised learning of object landmarks by factorized spatial embeddings http://homepages.inf.ed.ac.uk/~hbilen/assets/pdf/Thewlis17.pdf
Michael Gutmann Bayesian Optimisation for Fast Likelihood-Free Inference http://jmlr.org/papers/v17/15-017.html
Lukasz Szpruch Continous Time Reinforcement Learning.  
Ioannis Papastathopoulos Modelling and Prediction of traffic events  
Chris Williams AI for the Data Analytics Process  
Steve Renals Resource-constrained audio recognition http://www.research.ed.ac.uk/portal/en/publications/smallfootprint-highway-deep-neural-networks-or-speech-recognition(932fcb81-7cc6-475a-9e9c-a70d88bb0222).html
Kenneth Heafield Machine Translation Quality and Speed https://kheafield.com/papers/edinburgh/copy_paper.pdf
Ben Leimkuhler Efficient sampling via ensemble preconditioning https://link.springer.com/article/10.1007/s11222-017-9730-1
Gordon Ross Self Exciting Point Processes and Applications  
Topic revision: r5 - 16 Oct 2017 - 10:45:18 - AmosStorkey
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