Nandan Kumar Jha
4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Conference Polyglot (4)
π
Academic Marathon
(5)
π
Cross-Pollinator
(13)
π
Conference Pioneer
β
The Questioner
Conferences
EMNLP (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
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
NIPS 2021
DeepReDuce: ReLU Reduction for Fast Private Inference
ICML 2021
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks
WACV 2020