2 papers
cs.LG2025
Optimizer Dynamics at the Edge of Stability with Differential Privacy
Ayana Hussain, Ricky Fang
Deep learning models can reveal sensitive information about individual training examples, and while differential privacy (DP) provides guarantees restricting such leakage, it also…
cs.CV2024
DeMansia: Mamba Never Forgets Any Tokens
Ricky Fang
This paper examines the mathematical foundations of transformer architectures, highlighting their limitations particularly in handling long sequences. We explore prerequisite model…