Abhay Gupta

According to our database, Abhay Gupta authored at least 16 papers between 1996 and 2024.

Collaborative distances:

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

2024

AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark.

Abhay Gupta, Philip Meng, Ece Yurtseven, Sean O'Brien, Kevin Zhu

CoRR, 2024

Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment.

Abhinav Agarwalla, Abhay Gupta, Alexandre Marques, Shubhra Pandit, Michael Goin, Eldar Kurtic, Kevin Leong, Tuan Nguyen, Mahmoud Salem, Dan Alistarh, Sean Lie, Mark Kurtz

CoRR, 2024

Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency.

Vithursan Thangarasa, Shreyas Saxena, Abhay Gupta, Sean Lie

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Sparse Iso-FLOP Transformations for Maximizing Training Efficiency.

Shreyas Saxena, Vithursan Thangarasa, Abhay Gupta, Sean Lie

CoRR, 2023

SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models.

Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena

Proceedings of the Uncertainty in Artificial Intelligence, 2023

RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network.

Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta, Anshul Samar, Joel Hestness, Dennis DeCoste

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022

COVID-19 disease identification from chest CT images using empirical wavelet transformation and transfer learning.

Pramod Gaur, Vatsal Malaviya, Abhay Gupta, Gautam Bhatia, Ram Bilas Pachori, Divyesh Sharma

Biomed. Signal Process. Control., 2022

2021

Human Activity Recognition Using Pose Estimation and Machine Learning Algorithm.

Abhay Gupta, Kuldeep Gupta, Kshama Gupta, Kapil Gupta

Proceedings of the International Semantic Intelligence Conference 2021 (ISIC 2021), 2021

2020

Guaranteed Delivery of Advertisements to Targeted Audiences Under Deduplication and Frequency Capping Constraints.

Abhay Gupta, Ayush Bhatnagar, Aditya Ramana Rachakonda, Ravindra Chittapur

Proceedings of the Database Systems for Advanced Applications, 2020

2018

Scalable Window Generation for the Intel Broadwell+Arria 10 and High-Bandwidth FPGA Systems.

Greg Stitt, Abhay Gupta, Madison N. Emas, David Wilson, Austin Baylis

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

2016

DAISEE: Dataset for Affective States in E-Learning Environments.

Abhay Gupta, Richik Jaiswal, Sagar Adhikari, Vineeth Balasubramanian

CoRR, 2016

Approximating Wisdom of Crowds using K-RBMs.

Abhay Gupta

CoRR, 2016

2015

Auto-Configuration of SDN Switches in SDN/Non-SDN Hybrid Network.

Rohit Katiyar, Prakash Pawar, Abhay Gupta, Kotaro Kataoka

Proceedings of the Asian Internet Engineering Conference, 2015

2011

MR-LEGOS: a refined MapReduce model.

Ahmed Radwan, Akmal A. Younis, Santhosh Srinivasan, Abhay Gupta

Int. J. Cloud Comput., 2011

1998

Implementing Java Computing: Sun on Architecture and Applications Development.

Abhay Gupta, Chris Ferris, Yvonne Wilson, Katni Venkatasubramanian

IEEE Internet Comput., 1998

1996

A genetic algorithm for assembling optical computers using faulty optical arrays.

C. P. Ravikumar, Augustine R. Thomas, Abhay Gupta

Proceedings of the 3rd International Conference on High Performance Computing, 1996