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 |