Panos Kalnis

Latest

• Rethinking gradient sparsification as total error minimization
• Compressed Communication for Distributed Deep Learning: Survey and Quantitative Evaluation
• Scaling Distributed Machine Learning with In-Network Aggregation
• On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning
• In-Network Computation is a Dumb Idea Whose Time Has Come