ArXiv TLDR

Tianyu Wang

2 papers · Latest:

Machine Learning

Integrating Feature Correlation in Differential Privacy with Applications in DP-ERM

CorrDP introduces a relaxed differential privacy framework that accounts for feature correlations, improving utility for insensitive features in DP-ERM.

2605.03945
Machine Learning

Physical Foundation Models: Fixed hardware implementations of large-scale neural networks

Physical Foundation Models (PFMs) propose fixed hardware for large neural networks, leveraging physical dynamics for extreme efficiency and scale.

2604.27911

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