Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients

Item #:

068431-2522

Details

DOI: https://doi.org/10.52202/068431-2522
Author(s): Adji Bousso Dieng, Jacob Gardner, Hongseok Kim, Kyurae Kim, Jisu Oh
Pages: 34802-34816 (15 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/10.52202/068431-2522
Author(s): Adji Bousso Dieng, Jacob Gardner, Hongseok Kim, Kyurae Kim, Jisu Oh
Pages: 34802-34816 (15 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)