George Anthony Constantinides
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
low-rank approximation
(2)
model quantization
(1)
gradient estimation
(1)
singular value decomposition
(1)
parameter-efficient fine-tuning
(1)
edge computing
(1)
gradient variance
(1)
quantization error
(1)
batch size
(1)
mini-batch sgd
(1)
large language model
(1)
stochastic rounding
(1)
quantized training
(1)
llm training
(1)
open-source framework
(1)
hardware resource
(1)
activation-induced scale matrix
(1)
quantization error reconstruction
(1)
model compression
(1)
w4a8 quantization
(1)