Segui
Creighton Heaukulani
Creighton Heaukulani
MOH Office for Healthcare Transformation (MOHT), Ministry of Health, Singapore
Email verificata su moht.com.sg
Titolo
Citata da
Citata da
Anno
Dynamic Probabilistic Models for Latent Feature Propagation in Social Networks
C Heaukulani, Z Ghahramani
ICML (2013), 2013
942013
HOPES: An Integrative Digital Phenotyping Platform for Data Collection, Monitoring, and Machine Learning
X Wang, N Vouk, C Heaukulani, T Buddhika, W Martanto, J Lee, ...
Journal of Medical Internet Research 23 (3), e23984, 2021
252021
The combinatorial structure of beta negative binomial processes
C Heaukulani, DM Roy
Bernoulli 22 (4), 2301-2324, 2016
192016
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes
C Heaukulani, M van der Wilk
NeurIPS (2019), 2019
172019
Gibbs-type Indian buffet processes
C Heaukulani, DM Roy
Bayesian Analysis 15 (3), 683--710, 2020
15*2020
Beta diffusion trees and hierarchical feature allocations
C Heaukulani, DA Knowles, Z Ghahramani
ICML (2014); Extended version: arXiv:1408.3378, 2014
11*2014
Evaluating the utility of digital phenotyping to predict health outcomes in schizophrenia: protocol for the HOPE-S observational study
NAA Rashid, W Martanto, Z Yang, X Wang, C Heaukulani, N Vouk, ...
BMJ open 11 (10), e046552, 2021
92021
Bayesian inference on random simple graphs with power law degree distributions
J Lee, C Heaukulani, Z Ghahramani, LF James, S Choi
ICML (2017), 2017
72017
Association between wrist wearable digital markers and clinical status in Schizophrenia
W Martanto, YY Koh, Z Yang, C Heaukulani, X Wang, NAA Rashid, A Sim, ...
General hospital psychiatry 70, 134-136, 2021
22021
Variational inference for neural network matrix factorization and its application to stochastic blockmodeling
O Kampman, C Heaukulani
ICML 2019 Workshop on Learning and Reasoning with Graph-Structured Data, 2019
22019
Generalized IBPs, random multisets, and tree-structured feature allocations
C Heaukulani
University of Cambridge, 2015
22015
Perceived Usability, User Preferences and Impact of a Workplace Digital Mental Wellness Platform “Mindline at Work”: A Mixed Methods Study
S Yoon, H Goh, XC Low, JH Weng, C Heaukulani
1*2023
Black-box constructions for exchangeable sequences of random multisets
C Heaukulani, DM Roy
arXiv preprint arXiv:1908.06349, 2019
12019
Latent Dirichlet Reallocation for Term Swapping
C Heaukulani, J Le Roux, JR Hershey
International Workshop on Statistical Machine Learning for Speech Processing …, 2012
12012
Deploying AI Methods for Mental Health in Singapore: From Mental Wellness to Serious Mental Health Conditions
C Heaukulani, YS Phang, JH Weng, J Lee, RJT Morris
2024
Perceptions of a Digital Mental Health Platform Among Participants With Depressive Disorder, Anxiety Disorder, and Other Clinically Diagnosed Mental Disorders in Singapore …
YS Phang, C Heaukulani, W Martanto, R Morris, MM Tong, R Ho
JMIR Human Factors 10, e42167, 2023
2023
Supplementary Material: Bayesian inference on random simple graphs with power law degree distributions
J Lee, C Heaukulani, Z Ghahramani, LF James, S Choi
ICML (2017), 2017
2017
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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