Programme
The first day of the workshop is devoted to more tutorial material based for those wishing to get up to speed with the subject. The following two days will be presentations from those using the techniques.
The talks will all be of the format:
- 30 min = 25 min talk + 5 min questions
Powerpoint files will be collected from speakers as far in advance of their respective talks as possible. Speakers are therefore requested to submit a version of their talk to the organisers.
All talks will take place in lecture theatre C-27 in the main physics building.
Lunch and morning/afternoon tea/coffee will be provided on both days in room C-14 (alongside the posters).
Schedule
The schedule will appear here when it has been approved.
Monday 10th September
Various pedagogical talks, for anyone (PhD student to Professor) who wants to learn about machine learning and astronomy applications.
The outline plan for the day will follow something like the following.
- 9:30-10:00 Registration and Coffee
- Introduction to machine learning. What it is and how it works. Adam Moss
- New techniques in machine learning. Some of the new methods and ways of working with the techniques. Mike Pound
- Machine learning workshop. This may be a more hands on session where attendees can try running examples. Steven Bamford
- Using docker to make porable machine learning environments. Nan Li
Tuesday 11th September
Normal workshop talks and posters.
Time | What | Title |
---|---|---|
9:30-10:00 | Registration | |
10:00-12:00 | Talks | |
Adam Moss - Nottingham | Supernova detection | |
James Dawson - Cardiff | Kinetic Gas for the SKA | |
Amery Gration - Leicester | Stellar kinematic data in dwarf spheroidal galaxies. | |
12:00-14:00 | Lunch | |
14:00-15:00 | Talks | |
Steven Duivenvoorden | Classification from multi band spectral information | |
Nan Li - Nottingham | Automated detection of Strong lensing systems in the Big Data Era | |
15:00-15:30 | Coffee | |
15:30-17:00 | Discussion | |
17:00 | Close | |
18:30 | Meal at local resteraunt |
Wednesday 12th September
Normal workshop talks and posters.
Time | What | Title |
---|---|---|
9:30-10:00 | Registration | |
10:00-12:00 | Talks | |
Mike Walmsley - Oxford | Scaling Galaxy Zoo: Deep Learning with Uncertainty. | |
Ting-Yun Cheng - Nottingham | Investigating 'failed' galaxy classifications with machine learning -- The limits of visual classifications, new galaxy classes, and a pathway to unsupervised machine learning. | |
Daniel J. Prole - Cardiff | Machine-learned recognition of low surface brightness galaxies. | |
Wouter Dobbels - Ghent | Morphology for stellar mass | |
12:00-14:00 | Lunch | |
14:00-15:00 | Talks | |
Christopher Lovell - Sussex | Inferring star formation histories using high resolution SFHs from cosmological simulations. | |
James Pearson - Nottingham | Determining Strong Lens Mass Models using Convolutional Neural Networks. | |
15:00-15:30 | Coffee & Close |