Mathematics for deep learning opening workshop
April 21st-22nd 2022
Information
Opening workshop for the Mathematics of deep learning programme grant, held jointly by the University of Bath, University of Cambridge, and University College London.
There is no registration fee for this workshop. It will be delivered through a combination of online and in-person talks. All are welcome to attend either online or in-person at the University of Bath. The talks will take place in room 2.6 of the Chancellors' Building. Catering will be provided in the foyer immediately adjacent.
Click here to join the online zoom meeting.
To suggest topics for the open discussion on Friday afternoon please email Helena Lake at hl877@bath.ac.uk.
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Note that this workshop will be held in parallel with the workshop in Recent advances in computational inverse problems.
Registration
Registration for this event is now closed.
Schedule
The full programme with talks and abstracts can be found here. The Schedule for the workshop is as follows:Thursday 21st April
| 12:00-13:00 | Arrival and lunch |
| 13:00-13:30 | Opening and intro to the Maths4DL programme |
| 13:30-14:00 | Talk: Andrew Fitzgibbon (Graphcore) |
| 14:00-14:20 | Talk: Kweku Abraham (Cambridge) |
| 14:20-14:40 | Talk: Riccardo Barbano (UCL) |
| 14:40-15:00 | Talk: Teo Deveney (Bath) |
| 15:00-15:30 | Coffee |
| 15:30-16:00 | Talk: Gitta Kutyniok (LMU) |
| 16:00-16:20 | Talk: Subhadip Mukherjee (Cambridge) |
| 16:20-16:50 | Talk: Kwinten van Weverberg (Met Office) |
| 16:50-17:10 | Talk: Lisa Kreusser (Bath) |
| 17:15 | Talk: Reception and posters |
Friday 22nd April
| 09:00-09:30 | Coffee |
| 09:30-10:00 | Talk: Jong Chul Ye (KAIST) |
| 10:00-10:30 | Talk: Keith Briggs (BT) |
| 10:30-11:00 | Coffee |
| 11:00-11:30 | Talk: Weinan E (Princeton) |
| 11:30-11:50 | Talk: Yury Korolev (Cambridge) |
| 11:50-12:10 | Talk: Margaret Duff (Bath) |
| 12:10-12:40 | Talk: Sandeep Kaushik, Carolin Pirkl and Timo Schirmer (GE Healthcare) |
| 12:40-13:15 | Open discussion |
| 13:15-14:30 | Lunch and close |
Posters
Posters from the event can be viewed using the links below:
Simone Appella: r-adaptivity, deep learning and the deep Ritz method..Jeremy Budd: Joint reconstruction-segmentation on graphs.
Ketan Fatania: A Plug-and-Play Approach to Multiparametric Quantitative MRI.
Fabian Laakmann: Efficient approximation of solutions of parametric linear transport equations by ReLU DNNs.
Lee Nissam: Machine learning based blade design optimisation of the NeoVAD.
Siiri Rautio: Learning a microlocal prior for limited-angle tomography.
Dinner
The conference dinner will cost £30 per attendant, and will take place at Aqua restaurant at 19:30 on April 21st.
View location on Google maps >>>
From the university campus, Aqua can be reached by taking the U1 bus to the North Parade bus stop in the city centre and walking 10 minutes north along the river to the restaurant.
Click here to register for the dinner.
Within this link you can pay the £30 fee and choose your menu options. If you have not used the University of Bath online store before you will first need to register with an email address.
Please select your menu choices by 13 April 2022. Please choose 2 courses (either starter and main, main and dessert or starter and dessert) from the 3 available.
Code of conduct
All participants are required abide by a code of conduct; in particular we will not tolerate harassment or offensive behaviour of any form.
The full code of conduct can be found here.