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cs.LG2026
Scalable Batch Correction for Cell Painting via Batch-Dependent Kernels and Adaptive Sampling
Aditya Narayan Ravi, Snehal Vadvalkar, Abhishek Pandey +1
Cell Painting is a microscopy-based, high-content imaging assay that produces rich morphological profiles of cells and can support drug discovery by quantifying cellular responses…
cs.LG2023
Utilizing Free Clients in Federated Learning for Focused Model Enhancement
Aditya Narayan Ravi, Ilan Shomorony
Federated Learning (FL) is a distributed machine learning approach to learn models on decentralized heterogeneous data, without the need for clients to share their data. Many exist…