Creighton Heaukulani

11 papers A* 3Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Multi-Agent Dual Dialogue System to Support Mental Health Care Providers.
CoRR
Onno Pepijn Kampman, Ye Sheng Phang, Stanley Han, Michael Xing, Xinyi Hong, Hazirah Hoosainsah, Caleb Tan, Genta Indra Winata, Skyler Wang, Creighton Heaukulani, Janice Huiqin Weng, Robert J. T. Morris
2024 — conf
Deploying AI Methods for Mental Health in Singapore: From Mental Wellness to Serious Mental Health Conditions.
ML4CMH@AAAI
Creighton Heaukulani, Ye Sheng Phang, Janice Huiqin Weng, Jimmy Lee, Robert J. T. Morris
2024 J jnl
Examining a brief web and longitudinal app-based intervention [Wysa] for mental health support in Singapore during the COVID-19 pandemic: mixed-methods retrospective observational study.
Frontiers Digit. Health
Chaitali Sinha, Dyuthi Dinesh, Creighton Heaukulani, Ye Sheng Phang
2024 J jnl
Modelling financial volume curves with hierarchical Poisson processes.
CoRR
Creighton Heaukulani, Abhinav Pandey, Lancelot F. James
2020 J jnl
HOPES - An Integrative Digital Phenotyping Platform for Data Collection, Monitoring and Machine Learning.
CoRR
Xuancong Wang, Nikola Vouk, Creighton Heaukulani, Thisum Buddhika, Wijaya Martanto, Jimmy Lee, Robert J. T. Morris
2019 A* conf
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes.
NeurIPS
Creighton Heaukulani, Mark van der Wilk
2019 J jnl
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes.
CoRR
Creighton Heaukulani, Mark van der Wilk
2019 J jnl
Variational inference for neural network matrix factorization and its application to stochastic blockmodeling.
CoRR
Onno Kampman, Creighton Heaukulani
2017 A* conf
Bayesian inference on random simple graphs with power law degree distributions.
ICML
Juho Lee, Creighton Heaukulani, Zoubin Ghahramani, Lancelot F. James, Seungjin Choi
2014 A* conf
Beta Diffusion Trees.
ICML
Creighton Heaukulani, David A. Knowles, Zoubin Ghahramani
2013 — conf
Dynamic Probabilistic Models for Latent Feature Propagation in Social Networks.
ICML (1)
Creighton Heaukulani, Zoubin Ghahramani