Joel Wolfrath

According to our database, Joel Wolfrath authored at least 9 papers between 2020 and 2024.

Collaborative distances:

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

2024

Stronger Baseline Models - A Key Requirement for Aligning Machine Learning Research with Clinical Utility.

Nathan Wolfrath, Joel Wolfrath, Hengrui Hu, Anjishnu Banerjee, Anai N. Kothari

CoRR, 2024

A Biased Estimator for MinMax Sampling and Distributed Aggregation.

Joel Wolfrath, Abhishek Chandra

CoRR, 2024

Leveraging Multi-Modal Data for Efficient Edge Inference Serving.

Joel Wolfrath, Anirudh Achanta, Abhishek Chandra

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023

Plexus: Optimizing Join Approximation for Geo-Distributed Data Analytics.

Joel Wolfrath, Abhishek Chandra

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022

HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning.

Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Yuanli Wang, Abhishek Chandra

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

Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling.

Joel Wolfrath, Abhishek Chandra

Proceedings of the IEEE International Conference on Cloud Engineering, 2022

Towards WAN-aware join sampling over geo-distributed data.

Dhruv Kumar, Joel Wolfrath, Abhishek Chandra, Ramesh K. Sitaraman

Proceedings of the EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5, 2022

2021

Accelerated Training via Device Similarity in Federated Learning.

Yuanli Wang, Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Abhishek Chandra

Proceedings of the EdgeSys@EuroSys 2021: 4th International Workshop on Edge Systems, 2021

2020

Poster: Data-Aware Edge Sampling for Aggregate Query Approximation.

Joel Wolfrath, Abhishek Chandra

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020