Nandan Kumar Jha

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upvoted a collection 4 days ago

NVIDIA Nemotron v3

Collection

Open, Production-ready Enterprise Models • 23 items • Updated about 3 hours ago • 314

submitted a paper to Daily Papers 15 days ago

Same Architecture, Different Capacity: Optimizer-Induced Spectral Scaling Laws

Paper • 2605.21803 • Published 17 days ago • 4

authored a paper 3 months ago

NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks

Paper • 2603.06922 • Published Mar 6 • 2

upvoted a paper 3 months ago

NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks

Paper • 2603.06922 • Published Mar 6 • 2

submitted a paper to Daily Papers 3 months ago

NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks

Paper • 2603.06922 • Published Mar 6 • 2

authored 2 papers 8 months ago

A Random Matrix Theory Perspective on the Learning Dynamics of Multi-head Latent Attention

Paper • 2507.09394 • Published Jul 12, 2025

Spectral Scaling Laws in Language Models: How Effectively Do Feed-Forward Networks Use Their Latent Space?

Paper • 2510.00537 • Published Oct 1, 2025 • 3

commented a paper 8 months ago

Spectral Scaling Laws in Language Models: How Effectively Do Feed-Forward Networks Use Their Latent Space?

Paper • 2510.00537 • Published Oct 1, 2025 • 3 •

2

upvoted a paper over 1 year ago

Distillation Scaling Laws

Paper • 2502.08606 • Published Feb 12, 2025 • 48

upvoted a collection over 1 year ago

Attention

Collection

26 items • Updated Mar 17 • 3

commented 3 papers over 1 year ago

Entropy-Guided Attention for Private LLMs

Paper • 2501.03489 • Published Jan 7, 2025 • 14 •

8

Entropy-Guided Attention for Private LLMs

Paper • 2501.03489 • Published Jan 7, 2025 • 14 •

8

Entropy-Guided Attention for Private LLMs

Paper • 2501.03489 • Published Jan 7, 2025 • 14 •

8

authored a paper over 1 year ago

Entropy-Guided Attention for Private LLMs

Paper • 2501.03489 • Published Jan 7, 2025 • 14

commented a paper over 1 year ago

Entropy-Guided Attention for Private LLMs

Paper • 2501.03489 • Published Jan 7, 2025 • 14 •

8

authored a paper over 1 year ago

AERO: Softmax-Only LLMs for Efficient Private Inference

Paper • 2410.13060 • Published Oct 16, 2024 • 4

commented 2 papers over 1 year ago

AERO: Softmax-Only LLMs for Efficient Private Inference

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

2

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

Paper • 2410.09637 • Published Oct 12, 2024 • 3 •

2

authored 2 papers over 1 year ago

DeepReShape: Redesigning Neural Networks for Efficient Private Inference

Paper • 2304.10593 • Published Apr 20, 2023

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

Paper • 2410.09637 • Published Oct 12, 2024 • 3