Information decomposition in complex systems via machine learning

10 July 2023

Papers citing "Information decomposition in complex systems via machine learning"

5 / 5 papers shown

Title
Surveying the space of descriptions of a composite system with machine learning Kieran A. Murphy Yujing Zhang D. Bassett 61 0 0 27 Nov 2024
Which bits went where? Past and future transfer entropy decomposition with the information bottleneck Kieran A. Murphy Zhuowen Yin D. Bassett 31 0 0 07 Nov 2024
Learning from the past: predicting critical transitions with machine learning trained on surrogates of historical data Zhiqin Ma Chunhua Zeng Yi-Cheng Zhang Thomas M. Bury AI4CE 20 0 0 13 Oct 2024
Human-like object concept representations emerge naturally in multimodal large language models Changde Du Kaicheng Fu Bincheng Wen Yi Sun Jie Peng ... Chuncheng Zhang Jinpeng Li Shuang Qiu Le Chang Huiguang He 29 1 0 01 Jul 2024
Machine-learning optimized measurements of chaotic dynamical systems via the information bottleneck Kieran A. Murphy Danielle Bassett 28 5 0 08 Nov 2023