Kate Smith-Miles

6 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-2718-7680

School of Mathematics and Statistics, The University of Melbourne, Parkville, Victoria 3010, Australia

Publications

• On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis — INFORMS Journal on Computing 2025
• Comprehensive Algorithm Portfolio Evaluation using Item Response Theory — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances — INFORMS Journal on Computing 2022
• Generating Applicable Synthetic Instances for Branch Problems — Operations Research 2013
• Data Mining with Combined Use of Optimization Techniques and Self-Organizing Maps for Improving Risk Grouping Rules: Application to Prostate Cancer Patients — Journal of Management Information Systems 2005
• Neural Networks for Combinatorial Optimization: A Review of More Than a Decade of Research — INFORMS Journal on Computing 1999