David A. Knowles
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
4
Active years
2011–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | The VampPrior Mixture Model. | Andrew Stirn, David A. Knowles |
| 2024 | RECOMB | DIISCO: A Bayesian Framework for Inferring Dynamic Intercellular Interactions from Time-Series Single-Cell Data. | Cameron Park, Shouvik Mani, Nicolas Beltran-Velez, Katie Maurer, Satyen Gohil, Shuqiang Li, Teddy Huang, David A. Knowles, Catherine J. Wu, Elham Azizi |
| 2023 | AISTATS | Faithful Heteroscedastic Regression with Neural Networks. | Andrew Stirn, Harm Wessels, Megan Schertzer, Laura Pereira, Neville E. Sanjana, David A. Knowles |
| 2017 | ICML | A Birth-Death Process for Feature Allocation. | Konstantina Palla, David A. Knowles, Zoubin Ghahramani |
| 2015 | ICML | An Empirical Study of Stochastic Variational Inference Algorithms for the Beta Bernoulli Process. | Amar Shah, David A. Knowles, Zoubin Ghahramani |
| 2014 | ICML | Beta Diffusion Trees. | Creighton Heaukulani, David A. Knowles, Zoubin Ghahramani |
| 2014 | ICML | A reversible infinite HMM using normalised random measures. | David A. Knowles, Zoubin Ghahramani, Konstantina Palla |
| 2013 | UAI | The Supervised IBP: Neighbourhood Preserving Infinite Latent Feature Models. | Novi Quadrianto, Viktoriia Sharmanska, David A. Knowles, Zoubin Ghahramani |
| 2012 | ICML | An Infinite Latent Attribute Model for Network Data. | Konstantina Palla, David A. Knowles, Zoubin Ghahramani |
| 2012 | ICML | Gaussian Process Regression Networks. | Andrew Gordon Wilson, David A. Knowles, Zoubin Ghahramani |
| 2011 | ICML | Message Passing Algorithms for the Dirichlet Diffusion Tree. | David A. Knowles, Jurgen Van Gael, Zoubin Ghahramani |
| 2011 | UAI | Pitman-Yor Diffusion Trees. | David A. Knowles, Zoubin Ghahramani |