Reading the Social Future of the Australian Red Cross Blood Service. This project investigates how and if the Australian Red Cross Blood Service (ARCBS) is building social capital. It does this by interrogating existing practices and operations at the ARCBS and by surveying donors and non-donors. This project aims to develop a Deleuzian critique of the notion of social capital.
Discovery Early Career Researcher Award - Grant ID: DE240100144
Funder
Australian Research Council
Funding Amount
$444,447.00
Summary
Universal Model Selection Criteria for Scientific Machine Learning. This project aims to develop provably reliable universal model selection criteria to facilitate trustworthy scientific machine learning. Combining stochastic methods with an innovative geometric approach to basic statistical principles, this project expects to characterise, combine, and refine the most successful heuristics for designing and training huge models, such as deep neural networks, into a cohesive theoretical framewor ....Universal Model Selection Criteria for Scientific Machine Learning. This project aims to develop provably reliable universal model selection criteria to facilitate trustworthy scientific machine learning. Combining stochastic methods with an innovative geometric approach to basic statistical principles, this project expects to characterise, combine, and refine the most successful heuristics for designing and training huge models, such as deep neural networks, into a cohesive theoretical framework. The expected outcomes include a general toolkit for assisting neural network design at the forefront of scientific applications. This should significantly improve the quality of scientific predictions by facilitating confident adoption of deep learning methods into the pantheon of trustworthy modeling techniques. Read moreRead less
Mapping Justice Globalism: Reassessing the Ideological Landscape of the Twenty-First Century. "Mapping Justice Globalism" offers the first comprehensive analysis of the ideological claims of the global justice movement. The project assesses problem-solving approaches and policy platforms of civil society groups within the global justice movement and implications for Australian policy development and practice. The project offers alternative strategies to anticipate and address problems of globali ....Mapping Justice Globalism: Reassessing the Ideological Landscape of the Twenty-First Century. "Mapping Justice Globalism" offers the first comprehensive analysis of the ideological claims of the global justice movement. The project assesses problem-solving approaches and policy platforms of civil society groups within the global justice movement and implications for Australian policy development and practice. The project offers alternative strategies to anticipate and address problems of globalization, such as climate change, financial volatility, migratory pressures and cultural conflict. Key findings will be made available to Australia's policy-making sector in targeted and accessible formats. The project will enhance Australia's capacity to interpret and engage with the forces of globalization shaping our region and the world.Read moreRead less
Collaborative learning in Australia and China. This project aims to investigate aspects of learning for which “the social” is the most fundamental and useful level of explanation, modelling and instructional intervention. Interactive problem solving and learning are priorities in contemporary education, but have proven difficult to research. This project will use Australian and Chinese research facilities to investigate social interactions and classroom learning by strategically orchestrating co ....Collaborative learning in Australia and China. This project aims to investigate aspects of learning for which “the social” is the most fundamental and useful level of explanation, modelling and instructional intervention. Interactive problem solving and learning are priorities in contemporary education, but have proven difficult to research. This project will use Australian and Chinese research facilities to investigate social interactions and classroom learning by strategically orchestrating conditions for collaborative problem solving and knowledge construction by mathematics students in two very different cultures and pedagogical traditions. Outcomes from this project are expected to identify and optimise the function of social interaction in learning.Read moreRead less
Wealth Inequality in Australia: Sources and Solutions. The project aims to investigate the causes and consequences of asset price inflation and increasing inequalities in asset-based wealth in Australia. It expects to generate significant new knowledge about the evolution of asset-based inequality and about how the increasing concentration of asset-ownership is shaping the life opportunities of young people. Expected outcomes include the identification of policy options available to mitigate the ....Wealth Inequality in Australia: Sources and Solutions. The project aims to investigate the causes and consequences of asset price inflation and increasing inequalities in asset-based wealth in Australia. It expects to generate significant new knowledge about the evolution of asset-based inequality and about how the increasing concentration of asset-ownership is shaping the life opportunities of young people. Expected outcomes include the identification of policy options available to mitigate the negative impact of asset inflation and growing wealth inequality. This should provide significant benefits for governments and policy makers at a time when asset price inflation and the cost of housing represent critical policy challenges. Read moreRead less
Stochastic Construction of Error Correcting Codes with Application to Digital Communications. Modern society would be unrecognisable without error correcting codes; mobile telephones, storage devices such as DVD's and high speed data communications simply would not exist. Yet most theoretical results on error correcting codes are asymptotic in nature and ignore computational complexity issues, that is, they are not representative of many real life situations. By building on recent breakthrough ....Stochastic Construction of Error Correcting Codes with Application to Digital Communications. Modern society would be unrecognisable without error correcting codes; mobile telephones, storage devices such as DVD's and high speed data communications simply would not exist. Yet most theoretical results on error correcting codes are asymptotic in nature and ignore computational complexity issues, that is, they are not representative of many real life situations. By building on recent breakthroughs in statistics and stochastic optimisation, this project will develop algorithms for designing optimised error correcting codes subject to realistic finite data length and computational complexity constraints. Successful outcomes will lead to enhanced data communications and storage, greatly benefiting industry and consumers alike.
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Ethics of Historical Relationships: Evaluating Ethical Claims Based on History. Demands based on history, ideas about historical obligations, concerns about historical identity, what it is means and what duties it might require, are common causes of dispute within and among nations. This project, by developing an ethical theory that can make well-founded judgments about the legitimacy of a wide range of historical claims, and by showing how the theory can be applied to particular cases, will pro ....Ethics of Historical Relationships: Evaluating Ethical Claims Based on History. Demands based on history, ideas about historical obligations, concerns about historical identity, what it is means and what duties it might require, are common causes of dispute within and among nations. This project, by developing an ethical theory that can make well-founded judgments about the legitimacy of a wide range of historical claims, and by showing how the theory can be applied to particular cases, will provide a better understanding of the nature of these disputes and how they might be resolved. Read moreRead less
Social Division and the Pursuit of Harmony Across the Antipodes in the Twentieth Century. Into the twentieth century,reformers envisaged the antipodes as a liberal utopia. The social laboratory in Australia and New Zealand is now viewed as a reactionary social model. This project sets out to place Paul Kelly's influential notion of an Australian Settlement within a series of frames which establish the extent of division and the limits to inclusion alongside the achievements of the antipodean exp ....Social Division and the Pursuit of Harmony Across the Antipodes in the Twentieth Century. Into the twentieth century,reformers envisaged the antipodes as a liberal utopia. The social laboratory in Australia and New Zealand is now viewed as a reactionary social model. This project sets out to place Paul Kelly's influential notion of an Australian Settlement within a series of frames which establish the extent of division and the limits to inclusion alongside the achievements of the antipodean experiment. It considers Arbitration as the core institution of the new liberal utopia, and its transformation by Labor into the 1980s. It will result in a major book, two shorter books and two doctoral theses.Read moreRead less
The changing nature of national identity and its relationship to other forms of identity. By providing a cultural understanding of the relationship between nationalism and other forms of identity, this project sets the background for understanding the nature of Australian identity as we embark upon the difficult passage from a post-imperial peripheral jurisdiction to a potentially more open, generous and constructive polity. The project contributes to the recently added National Research Priorit ....The changing nature of national identity and its relationship to other forms of identity. By providing a cultural understanding of the relationship between nationalism and other forms of identity, this project sets the background for understanding the nature of Australian identity as we embark upon the difficult passage from a post-imperial peripheral jurisdiction to a potentially more open, generous and constructive polity. The project contributes to the recently added National Research Priorities category, 'Safeguarding Australia: Understanding our Region and the World' - not in the sense of identifying 'the threat' to Australia, but rather in the much more important long-term sense of understanding ourselves in a global, historical and comparative context.Read moreRead less
Policing the border: security, human rights and gender. Women are the fastest growing group undertaking extra-legal border crossing, yet we know little about the gendered character of border enforcement. This project will develop a regulatory framework for border policing that is adaptable to the gender determinants of mobility, human rights and the future challenges of border management.