Michał Cholewa

Data structure > labels? Unsupervised heuristics for SVM hyperparameter estimation

2021 · arXiv (Cornell University)

Classification is one of the main areas of pattern recognition research, and within it, Support Vector Machine (SVM) is one of the most popular methods outside of field of deep learning -- and a de-facto …

Data structure better than labels? Unsupervised heuristics for SVM hyperparameter estimation

2025 · Bulletin of the Polish Academy of Sciences Technical Sciences

Classification is one of the main areas of pattern recognition research, and within it, support vector machine (SVM) is one of the most popular methods outside of the field of deep learning – and a …