Nandan Kumar Jha
4 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze
π
Conference Pioneer
β
The Questioner
Venues
Top co-authors
Research topics
Keywords
neural network optimization
(3)
model efficiency
(2)
private inference
(2)
relu activation
(1)
scaling law
(1)
latent space
(1)
feed-forward network
(1)
model scaling
(1)
inference efficiency
(1)
latency reduction
(1)
inference latency
(1)
mobile network
(1)
neural network inference
(1)
cryptographic primitive
(1)
pareto frontier
(1)
relu reduction
(1)
cryptographic computation
(1)
large language model
(1)
neural network
(1)
spectral scaling
(1)
Papers
Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space?
EMNLP 2025
Circa: Stochastic ReLUs for Private Deep Learning
NeurIPS 2021
DeepReDuce: ReLU Reduction for Fast Private Inference
ICML 2021
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks
WACV 2020