Theoretical Analysis of Divide-and-Conquer ERM: Beyond Square Loss and RKHS.
Yong LiuLizhong DingWeiping WangPublished in: CoRR (2020)
Keyphrases
- theoretical analysis
- square loss
- loss function
- reproducing kernel hilbert space
- hinge loss
- aggregating algorithm
- kernel methods
- linear regression
- kernel function
- support vector
- ridge regression
- random projections
- sample complexity
- pairwise
- learning theory
- data dependent
- gaussian process
- euclidean space
- real valued
- learning problems
- distance measure
- kernel matrix
- loss bounds