UZH ML Workshop

from Monday 16 November 2020 (08:00) to Wednesday 18 November 2020 (13:00)
UZH, Zurich (online)

        : Sessions
    /     : Talks
        : Breaks
16 Nov 2020
17 Nov 2020
AM
09:00
Hands-on tutorial (until 12:00)
09:00 hls4ml tutorial: 
Ultra low-latency deep neural network inference on FPGAs - Thea Aarrestad (CERN)  
PM
13:00 Introduction - Vinicius Massami Mikuni (Universitaet Zuerich (CH))  
13:10
Presentations (until 14:10)
13:10 Learning Vision-based Agile Flight - Antonio Loquercio (Robotics group UZH)  
13:40 Application of machine learning methods in gravitational wave astrophysics - Dixeena Lopez (UZH)  
14:10
Coffee break (until 14:30)
14:30
Presentations (until 16:00)
14:30 Identifying Anomalous Shared E-Scooter Patterns Using Unsupervised Deep Learning - Prof. Alan MacEachren (The Pennsylvania State University) Yanan Xin (ETH)  
15:00 Machine Learning techniques in gamma-ray astrophysics - Dr Alison Mitchell (University of Zurich)  
15:30 Which shoes fit this dress? Using product images to infer “perfect pairings” without supervision - Mr Luca Gaegauf (University of Zurich) Markus Meierer (UZH)  
16:00
Coffee break (until 16:20)
16:20
Presentations (until 17:50)
16:20 Machine learning in quantum chemistry - Michela Pauletti (UZH)  
16:50 Searching for new physics with Variational Autoencoders - Barry Dillon (Heidelberg U.)  
17:20 Financial documents processing with NLP - Qian Wang (UZH) Markus Leippold (UZH)  
17:50
Questions and answers with the speakers (until 18:20)
18:20 Hands-on information - Davide Lancierini (Universitaet Zuerich (CH))  
12:00
Lunch (until 14:00)
14:00
Hands-on tutorial (until 16:00)
14:00 A Machine Learning journey from customer reviews to business insights - Dr Federica Lionetto  
16:00
Coffee break (until 16:30)
16:30
Hands-on tutorial (until 18:30)
16:30 GANs Tutorial - Davide Lancierini (Universitaet Zuerich (CH))  
18:30 Workshop closing - Darius Faroughy (University of Zurich)