Marco Canini

Latest

• Natural Compression for Distributed Deep Learning
• Empirical analysis of federated learning in heterogeneous environments
• Scaling Distributed Machine Learning with In-Network Aggregation
• Efficient Sparse Collective Communication and its application to Accelerate Distributed Deep Learning
• Compressed Communication for Distributed Deep Learning: Survey and Quantitative Evaluation
• On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning