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cs.LG2026
Transformer-Based Predictive Maintenance for Risk-Aware Instrument Calibration
Adithya Parthasarathy, Aswathnarayan Muthukrishnan Kirubakaran, Akshay Deshpande +5
Accurate calibration is essential for instruments whose measurements must remain traceable, reliable, and compliant over long operating periods. Fixed-interval programs are easy to…
cs.LG2025
A Privacy-Preserving Cloud Architecture for Distributed Machine Learning at Scale
Vinoth Punniyamoorthy, Ashok Gadi Parthi, Mayilsamy Palanigounder +3
Distributed machine learning systems require strong privacy guarantees, verifiable compliance, and scalable deployment across heterogeneous and multi-cloud environments. This work…