Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a ....Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a provider of sophisticated machine learning software; it will provide training opportunities for several PhD students and a postdoc to work with some of the best machine learning researchers in the world.Read moreRead less
Development of high performance III-V semiconductor photoconductive antennas for terahertz applications. The practical applications of terahertz (THz) radiation include scientific probing for material characterisation, screening for weapons, explosives and biohazards, imaging for concealed objects and medical diagnostics, chemical and biological analysis, astronomy and space research. The success of this project will lead to the creation of a new generation of high performance THz emitters/detec ....Development of high performance III-V semiconductor photoconductive antennas for terahertz applications. The practical applications of terahertz (THz) radiation include scientific probing for material characterisation, screening for weapons, explosives and biohazards, imaging for concealed objects and medical diagnostics, chemical and biological analysis, astronomy and space research. The success of this project will lead to the creation of a new generation of high performance THz emitters/detectors essential for above applications, making great contribution to the Nation in the areas of science, technology, health, security and economy.Read moreRead less