Saurabh Raje

According to our database, Saurabh Raje authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CoNST: Code Generator for Sparse Tensor Networks.

Saurabh Raje, Yufan Xu, Atanas Rountev, Edward F. Valeev, Saday Sadayappan

CoRR, 2024

2022

Sparsity-Aware Tensor Decomposition.

Süreyya Emre Kurt, Saurabh Raje, Aravind Sukumaran-Rajam, P. Sadayappan

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Training of deep learning pipelines on memory-constrained GPUs via segmented fused-tiled execution.

Yufan Xu, Saurabh Raje, Atanas Rountev, Gerald Sabin, Aravind Sukumaran-Rajam, P. Sadayappan

Proceedings of the CC '22: 31st ACM SIGPLAN International Conference on Compiler Construction, Seoul, South Korea, April 2, 2022

2021

Efficient scaling of dynamic graph neural networks.

Venkatesan T. Chakaravarthy, Shivmaran S. Pandian, Saurabh Raje, Yogish Sabharwal, Toyotaro Suzumura, Shashanka Ubaru

Proceedings of the International Conference for High Performance Computing, 2021

HyperASPO: Fusion of Model and Hyper Parameter Optimization for Multi-objective Machine Learning.

Aswin Kannan, Anamitra Roy Choudhury, Vaibhav Saxena, Saurabh Raje, Parikshit Ram, Ashish Verma, Yogish Sabharwal

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Kvik: A task based middleware with composable scheduling policies.

Saurabh Raje, Frédéric Wagner

CoRR, 2020

PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination.

Saurabh Goyal, Anamitra Roy Choudhury, Saurabh Raje, Venkatesan T. Chakaravarthy, Yogish Sabharwal, Ashish Verma

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

On optimizing distributed non-negative Tucker decomposition.

Venkatesan T. Chakaravarthy, Shivmaran S. Pandian, Saurabh Raje, Yogish Sabharwal

Proceedings of the ACM International Conference on Supercomputing, 2019

A Rapid Prototyping Approach for High Performance Density-Based Clustering.

Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Ankit Sultana, Lakshit Bhutani, Saurabh Raje, Navneet Goyal

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2017

Decentralised firewall for malware detection.

Saurabh Raje, Shyamal Vaderia, Neil Wilson, Rudrakh Panigrahi

CoRR, 2017