output
20192024
most citedMulti-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced Modalities

22 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.LG2024

FairHome: A Fair Housing and Fair Lending Dataset

Anusha Bagalkotkar, Aveek Karmakar, Gabriel Arnson +1

We present a Fair Housing and Fair Lending dataset (FairHome): A dataset with around 75,000 examples across 9 protected categories. To the best of our knowledge, FairHome is the fi…

cs.LG2024★ 22 cited

Multi-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced Modalities

Kasra Borazjani, Naji Khosravan, Leslie Ying +1

The use of machine learning (ML) for cancer staging through medical image analysis has gained substantial interest across medical disciplines. When accompanied by the innovative fe…

cs.LG2020

Root Cause Detection Among Anomalous Time Series Using Temporal State Alignment

Sayan Chakraborty, Smit Shah, Kiumars Soltani +1

The recent increase in the scale and complexity of software systems has introduced new challenges to the time series monitoring and anomaly detection process. A major drawback of e…