The University of Texas at Dallas, USA; IBM Research, USA; Indian Institute of Technology Bombay, India
Krishnateja Killamsetty, Guttu Sai Abhishek, Aakriti Lnu, Ganesh Ramakrishnan, Alexandre Evfimievski, Lucian Popa, Rishabh Iyer
Hyperparameter Optimization;Efficiency;Data Subset Selection;Submodularity
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning