Approximation Vector Machines for Large-scale Online Learning

Trung Le, Tu Dinh Nguyen, Vu Nguyen +1

One of the most challenging problems in kernel online learning is to bound the model size and to promote the model sparsity. Sparse models not only improve computation and memory u…