Posterior Collapse of a Linear Latent Variable Model

von Wang, Zihao
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 49 of 50 (2023)

Neural Networks Fail to Learn Periodic Functions and How to Fix It

von Ziyin, Liu
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 3 of 27 (2021)

NOISE AND FLUCTUATION OF FINITE LEARNING RATE STOCHASTIC GRADIENT DESCENT

von LIU, KANGQIAO
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 9 of 16 (2022)

Exact Solutions of a Deep Linear Network

von Ziyin, Liu
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 32 of 50 (2023)

Power-Law Escape Rate of SGD

von Mori, Takashi
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 20 of 33 (2023)