Activities

• Decision Theory and Network Science: Methods and Applications

  Activity: Participating in or organising an event types › Participation in workshop, seminar, course

Facilities/Equipment

• High End Computing cluster (HEC)

  Facility/Equipment: Facility

Research outputs

• On the identification and mitigation of weaknesses in the Knowledge Gradient policy for multi-armed bandits

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• On the identification and mitigation of weaknesses in the Knowledge Gradient policy for multi-armed bandits

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• A Bayesian adaptive design for clinical trials in rare diseases

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• A computationally efficient nonparametric approach for changepoint detection

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Properties of extremal dependence models built on bivariate max-linearity

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Modelling the effect of the El Nino-Southern Oscillation on extreme spatial temperature events over Australia

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Exploration and exploitation in Bayes sequential decision problems

  Research output: Thesis › Doctoral Thesis

• Input uncertainty quantification for simulation models with piecewise-constant non-stationary Poisson arrival processes

  Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

• Combinatorial Multi-Armed Bandits with Filtered Feedback

  Research output: Contribution to Journal/Magazine › Journal article

• Control variates for stochastic gradient MCMC

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Projection results for the k-partition problem

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Detecting bias due to input modelling in computer simulation

  Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

• sgmcmc: An R Package for Stochastic Gradient Markov Chain Monte Carlo

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Most recent changepoint detection in Panel data

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Dynamic Classification using Multivariate Locally Stationary Wavelet Processes

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Airline Disruption Recovery Using Symbiotic Simulation and Multi-fidelity Modelling

  Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

• Diversity as a Response to User Preference Uncertainty

  Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

• Bandits with Delayed, Aggregated Anonymous Feedback

  Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

• Subspace Clustering of Very Sparse High-Dimensional Data

  Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

• Stochastic Gradient MCMC for Nonlinear State Space Models

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Fast or Slow: Search in Discrete Locations with Two Search Modes

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• A Spline-based Method for Modelling and Generating a Nonhomogeneous Poisson Process

  Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

• Problem-driven scenario generation: an analytical approach for stochastic programs with tail risk measure

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• On the dynamic allocation of assets subject to failure

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• An assessment of practitioners approaches to forecasting in the presence of changepoints

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• A Classical Search Game In Discrete Locations

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Accounting for Climate Change in Extreme Sea Level Estimation

  Research output: Contribution to Journal/Magazine › Journal article › peer-review

• Optimising Scheduling of Hybrid Learning using Mixed Integer Programming

  Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

• The algorithm selection problem for solving Sudoku with metaheuristics

  Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

• Learning to rank under multinomial logit choice

  Research output: Contribution to Journal/Magazine › Journal article › peer-review