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Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows.
Wiebke Toussaint Hutiri
Aaron Yi Ding
Fahim Kawsar
Akhil Mathur
Published in:
ACM Trans. Softw. Eng. Methodol. (2023)
Keyphrases
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design choices
machine learning
trade off
design space
data processing
active learning
design decisions
artificial intelligence
web services
inductive bias
pattern recognition
decision trees
learning algorithm
software engineering
worst case
open data