Publications

Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Panos Kalnis (2019). On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning. Proceedings of AAAI’20.

Samuel Horváth, Chen-Yu Ho, Ludovit Horváth, Atal Narayan Sahu, Marco Canini, Peter Richtárik (2019). Natural Compression for Distributed Deep Learning. In arXiv.

Amedeo Sapio, Marco Canini, Chen-Yu Ho, Jacob Nelson, Panos Kalnis, Changhoon Kim, Arvind Krishnamurthy, Masoud Moshref, Dan R. K. Ports, Peter Richtárik (2019). Scaling Distributed Machine Learning with In-Network Aggregation. In arXiv.