Creighton Heaukulani

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 7

Top Topics

Bayesian Inference

Poisson Processes

Top Venues

Publications

Creighton Heaukulani, Abhinav Pandey, Lancelot F. James
Modelling financial volume curves with hierarchical Poisson processes. CoRR (2024)
Creighton Heaukulani, Ye Sheng Phang, Janice Huiqin Weng, Jimmy Lee, Robert J. T. Morris
Deploying AI Methods for Mental Health in Singapore: From Mental Wellness to Serious Mental Health Conditions. ML4CMH@AAAI (2024)
Xuancong Wang, Nikola Vouk, Creighton Heaukulani, Thisum Buddhika, Wijaya Martanto, Jimmy Lee, Robert J. T. Morris
HOPES - An Integrative Digital Phenotyping Platform for Data Collection, Monitoring and Machine Learning. CoRR (2020)
Creighton Heaukulani, Mark van der Wilk
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes. CoRR (2019)
Creighton Heaukulani, Mark van der Wilk
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes. NeurIPS (2019)
Onno Kampman, Creighton Heaukulani
Variational inference for neural network matrix factorization and its application to stochastic blockmodeling. CoRR (2019)
Juho Lee, Creighton Heaukulani, Zoubin Ghahramani, Lancelot F. James, Seungjin Choi
Bayesian inference on random simple graphs with power law degree distributions. ICML (2017)
Creighton Heaukulani, David A. Knowles, Zoubin Ghahramani
Beta Diffusion Trees. ICML (2014)
Creighton Heaukulani, Zoubin Ghahramani
Dynamic Probabilistic Models for Latent Feature Propagation in Social Networks. ICML (1) (2013)