-- 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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