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AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning.
KrishnaTeja Killamsetty
Guttu Sai Abhishek
Aakriti
Alexandre V. Evfimievski
Lucian Popa
Ganesh Ramakrishnan
Rishabh K. Iyer
Published in:
CoRR (2022)
Keyphrases
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parameter tuning
data sets
database
data collection
input data
data points
data processing
data sources
synthetic data
subset selection
dynamic programming
image data
search algorithm
data structure
high quality
raw data
neural network