Nandan Kumar Jha's picture

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Nandan Kumar Jha

nandan523

https://www.nankj.com

AI & ML interests

Privacy and security of LLMs, and Cryptographically-secure machine learning

Organizations

None yet

nandan523's activity

commented 2 papers 4 months ago

Entropy-Guided Attention for Private LLMs

Paper • 2501.03489 • Published Jan 7 • 14 •

Entropy-Guided Attention for Private LLMs

Paper • 2501.03489 • Published Jan 7 • 14 •

commented 2 papers 5 months ago

Entropy-Guided Attention for Private LLMs

Paper • 2501.03489 • Published Jan 7 • 14 •

Entropy-Guided Attention for Private LLMs

Paper • 2501.03489 • Published Jan 7 • 14 •

commented 2 papers 7 months ago

AERO: Softmax-Only LLMs for Efficient Private Inference

Paper • 2410.13060 • Published Oct 16, 2024 • 4 •

ReLU's Revival: On the Entropic Overload in Normalization-Free Large Language Models

Paper • 2410.09637 • Published Oct 12, 2024 • 4 •