Smith-Miles, Kate

1. On the Instance Dependence of Optimal Parameters for the Quantum Approximate Optimisation Algorithm: Insights via Instance Space Analysis
   2024/01/16 by Vivek Katial, Kate Smith‐Miles, Katial, Vivek +3 · 2 citations
   Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
2. Anomaly Detection in High Dimensional Data
   2019/08/12 by Talagala, Priyanga Dilini, Hyndman, Rob J., Smith-Miles, Kate · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. PyHard: a novel tool for generating hardness embeddings to support data-centric analysis
   2021/09/29 by Pedro Yuri Arbs Paiva, Paiva, Pedro Yuri Arbs, Kate Smith‐Miles +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification