Cyanure: An Open-Source Toolbox for Empirical Risk Minimization for Python, C++, and soon more.
Julien MairalPublished in: CoRR (2019)
Keyphrases
- open source
- empirical risk minimization
- open source software
- statistical learning theory
- uniform convergence
- empirical risk
- rates of convergence
- vc dimension
- generalization bounds
- phase transition
- loss function
- computationally tractable
- machine learning
- risk minimization
- machine learning algorithms
- data dependent
- decision boundary
- reproducing kernel hilbert space