Invariant Gaussian Process Latent Variable Models and Application in Causal Discovery

15 March 2012

Papers citing "Invariant Gaussian Process Latent Variable Models and Application in Causal Discovery"

4 / 4 papers shown

Title
Identification of Nonparametric Dynamic Causal Structure and Latent Process in Climate System Minghao Fu Zhen Zhang Zijian Li Yujia Zheng Ignavier Ng Yingyao Hu Kun Zhang CML 82 0 0 21 Jan 2025
Causal Inference using Gaussian Processes with Structured Latent Confounders Sam Witty Kenta Takatsu David D. Jensen Vikash K. Mansinghka CML 143 19 0 14 Jul 2020
Causal Discovery with Cascade Nonlinear Additive Noise Models Ruichu Cai Jie Qiao Kun Zhang Zhenjie Zhang Zijian Li CML 52 23 0 23 May 2019
Semi-parametric Network Structure Discovery Models Amir Dezfouli Edwin V. Bonilla Richard Nock 23 1 0 27 Feb 2017