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20232026
most citedPareto-Secure Machine Learning (PSML): Fingerprinting and Securing Inference Serving Systems

1 citations · 2 across the 5 of their papers we have counts for

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cs.LG2026

Robust Federated Learning Under Real-World Client Churn

Dhruv Garg, Neha Lakhani, Debopam Sanyal +3

Federated Learning (FL) enables training shared models on private, on-device data, but production deployments remain constrained to slow, multi-day refresh cycles due to the comple…

cs.LG2026

KLAS: Using Similarity to Stitch Neural Networks for Improved Accuracy-Efficiency Tradeoffs

Debopam Sanyal, Anantharaman Iyer, Alind Khare +5

Given the wide range of deployment targets, flexible model selection is essential for optimizing performance within a given compute budget. Recent work demonstrates that stitching…