566 citations
- Curtin UniversityAU8 papers
- National Institute for Materials ScienceJP2 papers
- Ahsanullah University of Science and TechnologyBD1 paper
- Association for Computing MachineryUS1 paper
- Australian National UniversityAU1 paper
- Australian Regenerative Medicine InstituteAU1 paper
- Bond UniversityAU1 paper
- Canberra (United Kingdom)GB1 paper
- Ghent UniversityBE1 paper
- Institute for Complex SystemsIT1 paper
- Instituto de Ciencia de Materiales de MadridES1 paper
- King Abdullah University of Science and TechnologySA1 paper
Showing 2014 · stat.MLShow all
3 papers · 2 filters
stat.ML2014★ 15 cited
Thurstonian Boltzmann Machines: Learning from Multiple Inequalities
Truyen Tran, Dinh Phung, Svetha Venkatesh
We introduce Thurstonian Boltzmann Machines (TBM), a unified architecture that can naturally incorporate a wide range of data inputs at the same time. Our motivation rests in the T…
stat.ML2014★ 1 cited
Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis
Truyen Tran, Dinh Phung, Svetha Venkatesh
Ordinal data is omnipresent in almost all multiuser-generated feedback - questionnaires, preferences etc. This paper investigates modelling of ordinal data with Gaussian restricted…
stat.ML2014★ 2 cited
Stabilizing Sparse Cox Model using Clinical Structures in Electronic Medical Records
Shivapratap Gopakumar, Truyen Tran, Dinh Phung +1
Stability in clinical prediction models is crucial for transferability between studies, yet has received little attention. The problem is paramount in high dimensional data which i…