Transdimensional Markov chains : a decade of progress and future perspectives

von Sisson, Scott A.
Veröffentlicht in American Statistical Association Journal of the American Statistical Association (2005)

Handbook of approximate bayesian computation

Veröffentlicht 2019

Continuous-time edge modelling using non-parametric point processes

von Fan, Xuhui
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 3 of 36 (2022)

POISSON-RANDOMISED DIRBN: LARGE MUTATION IS NEEDED IN DIRICHLET BELIEF NETWORKS

von FAN, XUHUI
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 4 of 16 (2022)

SCALABLE DEEP GENERATIVE RELATIONAL MODEL WITH HIGH-ORDER NODE DEPENDENCE

von Fan, Xuhui
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 16 of 20 (2020)

Decoupling Sparsity and Smoothness in Dirichlet Belief Networks

von Li, Yaqiong
Veröffentlicht in ECML PKDD (2021 : Online) Machine Learning and Knowledge Discovery in Databases ; Part 2: Research Track (2021)