AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning

15 March 2022

Ganesh Ramakrishnan

Papers citing "AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning"

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Title
GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training Krishnateja Killamsetty D. Sivasubramanian Ganesh Ramakrishnan A. De Rishabh K. Iyer OOD 91 188 0 27 Feb 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018
A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay L. Smith 208 1,019 0 26 Mar 2018