Vinu Joseph

According to our database, Vinu Joseph authored at least 9 papers between 2019 and 2023.

Collaborative distances:

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

2023

Accelerated Encrypted Execution of General-Purpose Applications.

Charles Gouert, Vinu Joseph, Steven Dalton, Cédric Augonnet, Michael Garland, Nektarios Georgios Tsoutsos

IACR Cryptol. ePrint Arch., 2023

ArctyrEX : Accelerated Encrypted Execution of General-Purpose Applications.

Charles Gouert, Vinu Joseph, Steven Dalton, Cédric Augonnet, Michael Garland, Nektarios Georgios Tsoutsos

CoRR, 2023

Understanding the Effect of the Long Tail on Neural Network Compression.

Harvey Dam, Vinu Joseph, Aditya Bhaskara, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland

CoRR, 2023

2021

Programmable Neural Network Compression with Correctness Emphasis.

Vinu Joseph

PhD thesis, 2021

2020

A Programmable Approach to Neural Network Compression.

Vinu Joseph, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Animesh Garg

IEEE Micro, 2020

Reliable Model Compression via Label-Preservation-Aware Loss Functions.

Vinu Joseph, Shoaib Ahmed Siddiqui, Aditya Bhaskara, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Sheraz Ahmed, Andreas Dengel

CoRR, 2020

Correctness-preserving Compression of Datasets and Neural Network Models.

Vinu Joseph, Nithin Chalapathi, Aditya Bhaskara, Ganesh Gopalakrishnan, Pavel Panchekha, Mu Zhang

Proceedings of the 4th IEEE/ACM International Workshop on Software Correctness for HPC Applications, 2020

2019

A Programmable Approach to Model Compression.

Vinu Joseph, Saurav Muralidharan, Animesh Garg, Michael Garland, Ganesh Gopalakrishnan

CoRR, 2019

Message Scheduling for Performant, Many-Core Belief Propagation.

Mark Van der Merwe, Vinu Joseph, Ganesh Gopalakrishnan

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019