17 distributed-estimation positions at Monash University

Effects of automation on employment - including post-COVID-19

Monash University | Melbourne, Victoria | Australia | 9 days ago

. 7th Australian Joint Conf. on Artificial Intelligence, UNE, Armidale, Australia, November 1994, pp37-44 Wallace, C.S. and D.L. Dowe (1999a). Minimum Message Length and Kolmogorov Complexity, Computer

Clustering of (time series of) generalised dynamic Bayesian nets, etc.

Monash University | Melbourne, Victoria | Australia | 9 days ago

-9. [Final camera ready copy was submitted in October 2003.] D. L. Dowe (2008a), "Foreword re C. S. Wallace", Computer Journal, Vol. 51, No. 5 (Sept. 2008) [Christopher Stewart WALLACE (1933-2004

Automated software testing and debugging with/without LLMs

Monash University | Melbourne, Victoria | Australia | 1 day ago

Estimation for Robust Single- and Multi-View Learning in CV and NLP Robust Active Learning Under Distribution Drift Data-Efficient Deep Learning for De Novo Molecular Design from Analytical Spectra Authorised

Optimal clustering of DNA and RNA binding sites from de novo motif discovery using Minimum Message Length

Monash University | Melbourne, Victoria | Australia | 9 days ago

, Armidale, Australia, November 1994, pp37-44 Wallace, C.S. and D.L. Dowe (1999a). Minimum Message Length and Kolmogorov Complexity, Computer Journal (special issue on Kolmogorov complexity), Vol. 42, No. 4

Bayesian-network models for human-machine collaboration to protect pollinator-plant interactions in agriculture and natural ecosystems

Monash University | Melbourne, Victoria | Australia | 1 day ago

domain experts’ beliefs about the relationships among variables that can be used to describe them. The BN structure, the probability distributions and parameters it is built from, can be derived from data

Inference of chemical/biological networks: relational and structural learning

Monash University | Melbourne, Victoria | Australia | 9 days ago

biological networks as a form of relational and structural learning. Given a network dataset, we wish to infer a model of the distribution of the elements of this data-set, possibly as a mixture of several

Machine learning analysis of gravitational waves

Monash University | Melbourne, Victoria | Australia | 9 days ago

. Dowe (1999a). Minimum Message Length and Kolmogorov Complexity, Computer Journal (special issue on Kolmogorov complexity), Vol. 42, No. 4, pp270-283 Wallace, C.S. and D.L. Dowe (2000). MML clustering