Search Results for author: Manoj Ghuhan Arivazhagan

Found 2 papers, 1 papers with code

Federated Learning with Personalization Layers

4 code implementations2 Dec 2019 Manoj Ghuhan Arivazhagan, Vinay Aggarwal, Aaditya Kumar Singh, Sunav Choudhary

The emerging paradigm of federated learning strives to enable collaborative training of machine learning models on the network edge without centrally aggregating raw data and hence, improving data privacy.

BIG-bench Machine Learning Federated Learning

Data-Driven Compression of Convolutional Neural Networks

no code implementations28 Nov 2019 Ramit Pahwa, Manoj Ghuhan Arivazhagan, Ankur Garg, Siddarth Krishnamoorthy, Rohit Saxena, Sunav Choudhary

Designing and training a CNN architecture that does well on all three metrics is highly non-trivial and can be very time-consuming if done by hand.

Knowledge Distillation Model Compression

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