Aritra Dutta

GRACE: A Compressed Communication Framework for Distributed Machine Learning

Hang Xu, Chen-Yu Ho, Ahmed M. Abdelmoniem et al. · 2021 · 56 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +14

Compressed Communication for Distributed Deep Learning: Survey and Quantitative Evaluation

Hang Xu, Chen-Yu Ho, Ahmed M. Abdelmoniem et al. · King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) · 2020 · 43 citations · Full text

Huffman Coding Based Encoding Techniques for Fast Distributed Deep Learning

Rishikesh Gajjala, Shashwat Banchhor, Ahmed M. Abdelmoniem et al. · 2020 · 24 citations

Distributed Source Coding, Engineering, Machine Learning +14

Rethinking gradient sparsification as total error minimization

Atal Narayan Sahu, Aritra Dutta, Ahmed M. Abdelmoniem et al. · arXiv (Cornell University) · 2021 · 19 citations · Full text

Engineering, Machine Learning, Sparse Neural Network +14

A Simple Online Competitive Adaptation of Lempel-Ziv Compression with Efficient Random Access Support

Aritra Dutta, Reut Levi, Dana Ron et al. · 2013 · 17 citations

Lossy Compression, Engineering, Computational Complexity +20