declaration.tex

I declare that this thesis was composed by myself, that the work contained herein is my own except where explicitly stated otherwise in the text, and that this work has not been submitted for any other degree or professional qualification except as specified. Some of the material used in this thesis has been published in the following papers:
\begin{itemize}
	\item Chris Cummins, Pavlos Petoumenos, Zheng Wang, and Hugh Leather ``Synthesizing Benchmarks for Predictive Modeling''. In \emph{Proceedings of the International Symposium on Code Generation and Optimization (CGO)}, 2017.
	\item Chris Cummins, Pavlos Petoumenos, Zheng Wang, and Hugh Leather ``End-to-end Deep Learning of Optimization Heuristics''. In \emph{Proceedings of the International Conference on Parallel Architectures and Compilation Techniques (PACT)}, 2017.
	\item Chris Cummins, Pavlos Petoumenos, Alastair Murray, and Hugh Leather ``Compiler Fuzzing through Deep Learning''. In \emph{Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)}, 2018.
\end{itemize}
\vspace{1in}\raggedleft({\em Chris Cummins\/})