Aishwarya Sarkar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Transfer Learning

Spatiotemporal Data

Machine Learning Models

Scalable Distributed

Top Venues

IPDPS Workshops

Publications

Le Chen, Nesreen K. Ahmed, Akash Dutta, Arijit Bhattacharjee, Sixing Yu, Quazi Ishtiaque Mahmud, Waqwoya Abebe, Hung Phan, Aishwarya Sarkar, Branden Butler, Niranjan Hasabnis, Gal Oren, Vy A. Vo, Juan Pablo Muñoz, Theodore L. Willke, Tim Mattson, Ali Jannesari
The Landscape and Challenges of HPC Research and LLMs. CoRR (2024)
Aishwarya Sarkar, Chaoqun Lu, Ali Jannesari
Accelerating Domain-aware Deep Learning Models with Distributed Training. CoRR (2023)
Aishwarya Sarkar, Jien Zhang, Chaoqun Lu, Ali Jannesari
Domain-Aware Scalable Distributed Training for Geo-Spatiotemporal Data. IPDPS Workshops (2023)
Aishwarya Sarkar, Jien Zhang, Chaoqun Lu, Ali Jannesari
Transfer Learning Approaches for Knowledge Discovery in Grid-based Geo-Spatiotemporal Data. CoRR (2021)
Aishwarya Sarkar, Jien Zhang, Chaoqun Lu, Ali Jannesari
HydroDeep - A Knowledge Guided Deep Neural Network for Geo-Spatiotemporal Data Analysis. CoRR (2020)