Creighton Heaukulani

According to our database, Creighton Heaukulani authored at least 7 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deploying AI Methods for Mental Health in Singapore: From Mental Wellness to Serious Mental Health Conditions.

Creighton Heaukulani, Ye Sheng Phang, Janice Huiqin Weng, Jimmy Lee, Robert J. T. Morris

Proceedings of Machine Learning for Cognitive and Mental Health Workshop (ML4CMH 2024) Co-located with the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024), 2024

2020

HOPES - An Integrative Digital Phenotyping Platform for Data Collection, Monitoring and Machine Learning.

Xuancong Wang, Nikola Vouk, Creighton Heaukulani, Thisum Buddhika, Wijaya Martanto, Jimmy Lee, Robert J. T. Morris

CoRR, 2020

2019

Variational inference for neural network matrix factorization and its application to stochastic blockmodeling.

Onno Kampman, Creighton Heaukulani

CoRR, 2019

Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes.

Creighton Heaukulani, Mark van der Wilk

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017

Bayesian inference on random simple graphs with power law degree distributions.

Juho Lee, Creighton Heaukulani, Zoubin Ghahramani, Lancelot F. James, Seungjin Choi

Proceedings of the 34th International Conference on Machine Learning, 2017

2014

Beta Diffusion Trees.

Creighton Heaukulani, David A. Knowles, Zoubin Ghahramani

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Dynamic Probabilistic Models for Latent Feature Propagation in Social Networks.

Creighton Heaukulani, Zoubin Ghahramani

Proceedings of the 30th International Conference on Machine Learning, 2013