| John Klein, Mahmoud Albardan, Benjamin Guedj and Olivier Colot | Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles |
| Mike Izbicki and Christian Shelton | Distributed Learning of Neural Networks with One Round of Communication |
| István Hegedũs, Gábor Danner and Mark Jelasity | Decentralized Recommendation based on Matrix Factorization: A Comparison of Gossip and Federated Learning |
| Mohsan Jameel, Josif Grabocka, Mofassir Ul Islam Arif and Lars Schmidt-Thieme | Ring-Star: A Sparse Topology for Faster Model Averaging in Decentralized Parallel SGD |
| Nico Piatkowski | Distributed Generative Modelling with Sub-Linear Communication Overhead |
| Sascha Mücke, Nico Piatkowski, and Katharina Morik | Demo: Hardware Accelerated Learning at the Edge |