Следене
Creighton Heaukulani
Creighton Heaukulani
MOH Office for Healthcare Transformation (MOHT), Ministry of Health, Singapore
Потвърден имейл адрес: moht.com.sg
Заглавие
Позовавания
Позовавания
Година
Dynamic Probabilistic Models for Latent Feature Propagation in Social Networks
C Heaukulani, Z Ghahramani
ICML (2013), 2013
922013
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
232021
The combinatorial structure of beta negative binomial processes
C Heaukulani, DM Roy
Bernoulli 22 (4), 2301-2324, 2016
182016
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
82021
Bayesian inference on random simple graphs with power law degree distributions
J Lee, C Heaukulani, Z Ghahramani, LF James, S Choi
ICML (2017), 2017
82017
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
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
12021
Black-box constructions for exchangeable sequences of random multisets
C Heaukulani, DM Roy
arXiv preprint arXiv:1908.06349, 2019
12019
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
Latent Dirichlet Reallocation for Term Swapping
C Le Roux, J Hershey, C Heaukulani, J Le Roux, JR Hershey
2012
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
Real Networks Are Complex
Z Ghahramani, K Palla, D Knowles, C Heaukulani, J Lloyd, P Orbanz, ...
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Статии 1–17