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

Item #:

068431-2082

Details

DOI: https://doi.org/10.52202/068431-2082
Author(s): Guttu Sai Abhishek, Alexandre Evfimievski, Rishabh Iyer, Krishnateja Killamsetty, Aakriti Lnu, Lucian Popa, Ganesh Ramakrishnan
Pages: 28721-28733 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-2082
Author(s): Guttu Sai Abhishek, Alexandre Evfimievski, Rishabh Iyer, Krishnateja Killamsetty, Aakriti Lnu, Lucian Popa, Ganesh Ramakrishnan
Pages: 28721-28733 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)