Afshin Abdi
4 papers · 2017–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π Cross-Pollinator (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
Conferences
AAAI (3)
NIPS (1)
Top co-authors
Keywords
model compression
(3)
neural network pruning
(2)
stochastic gradient
(2)
gradient compression
(2)
distributed training
(2)
distributed learning
(1)
network pruning
(1)
parallel computing
(1)
distributed inference
(1)
model pruning
(1)
variance reduction
(1)
layer-wise restructuring
(1)
compressive sampling
(1)
stochastic gradient descent
(1)
relu activation
(1)
communication compression
(1)
error feedback
(1)
gradient quantization
(1)
rectified linear unit
(1)
parallel implementation
(1)
Papers
Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning
AAAI 2023
Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning
AAAI 2020
Indirect Stochastic Gradient Quantization and Its Application in Distributed Deep Learning
AAAI 2020
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee
NIPS 2017