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1. PhD-Conclusion PhD-Conclusion Public

   Thesis conclusion, UK publisher: Exact Gaussian versus exact Student's-t acquisition function gradients, for acquisition function optimisation in BayesOpt. Includes all proposed thesis chapter expe…

   Jupyter Notebook 1

2. Exact-AcqFunc-Gradients-BayesOpt-STPs Exact-AcqFunc-Gradients-BayesOpt-STPs Public

   Thesis chapter, UK publisher: "Exact acquisition function gradients for Bayesian optimisation with Student's-t Processes". Includes all proposed thesis chapter experiments i.e. Python code, results…

   Jupyter Notebook 1

3. Thesis-Exact-AcqFunc-Gradients-BayesOpt-GPs Thesis-Exact-AcqFunc-Gradients-BayesOpt-GPs Public

   Thesis chapter (UK version) of journal paper (redacted), US publisher. Includes all proposed thesis chapter experiments i.e. Python code, results and graphs.

   Jupyter Notebook 2

4. CBM-ERM-BayesOpt-STPs CBM-ERM-BayesOpt-STPs Public

   Thesis chapter, UK publisher: "Confidence Bound and Expected Regret Minimisation for Bayesian optimisation with Student's-t Processes". Includes all proposed thesis chapter experiments i.e. Python …

   Jupyter Notebook 2

5. Exact-AcqFunc-Gradients-BayesOpt-GPs Exact-AcqFunc-Gradients-BayesOpt-GPs Public

   Journal paper (redacted), US publisher: "Exact acquisition function gradients for Bayesian optimization with Gaussian Processes". Includes all proposed journal paper experiments i.e. Python code, r…

   Jupyter Notebook 1

6. ERM-for-BayesOpt-with-STPs ERM-for-BayesOpt-with-STPs Public

   Conference paper, US publisher: "Expected Regret Minimization for Bayesian optimization with Student's-t Processes" (3rd International Conference on Artificial Intelligence and Pattern Recognition …

   Jupyter Notebook 1