DMLE 2018

Decentralized Machine Learning at the Edge


This workshop aims to provide interesting talks - both by expert invited speakers and great participants - and lively discussions. To achieve that, we have two invited talks with dedicated time for discussions. Moreover, we propose two sessions with talks for selected papers, again with time for discussions. We will issue a best paper award; the winner will receive a certificate and a prize. All accepted papers will be presented at a poster session in the end.

Friday, 14th of September, 2018

13:50 - 14:00 Opening Remarks
14:00 - 14:30 Invited Talk: Prof. Daniel Keren, Haifa University
14:30 - 14:50 Talks: Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant
14:50 - 15:10 Talks: Asynchronous Federated Learning for Geospatial Applications
15:10 - 15:30 Talks: Generalizing Knowledge in Decentralized Rule-based Models
15:30 - 16:00 Coffee Break
16:00 - 16:20 Talk: Introducing Noise in Decentralized Training of Neural Networks
16:20 - 16:50 Invited Talk: Dr. Michael May, Siemens AG
16:50 - 17:00 Best Paper Award
17:00 - 18:00 Poster Session