10 citations · 22 across the 8 of their papers we have counts for
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cs.LG2023
Can pruning make Large Language Models more efficient?
Sia Gholami, Marwan Omar
Transformer models have revolutionized natural language processing with their unparalleled ability to grasp complex contextual relationships. However, the vast number of parameters…
cs.LG2023★ 1 cited
Can a student Large Language Model perform as well as it's teacher?
Sia Gholami, Marwan Omar
The burgeoning complexity of contemporary deep learning models, while achieving unparalleled accuracy, has inadvertently introduced deployment challenges in resource-constrained en…
cs.LG2022★ 2 cited
Alexa, Predict My Flight Delay
Sia Gholami, Saba Khashe
Airlines are critical today for carrying people and commodities on time. Any delay in the schedule of these planes can potentially disrupt the business and trade of thousands of em…