@phdthesis{JohnRavichandran,
  type      = {Bachelor Thesis},
  author    = {Jensun Richie Dinesh John Ravichandran},
  title     = {DropConnect in LVQ networks for regularization and confidence interval estimation},
  abstract  = {DropConnect (the generalization of Dropout) is a very simple regularization technique that was introduced a few years ago and has become extremely popular because of its simplicity and effectiveness. In this thesis, a suitable architecture for applying DropConnect to Learning Vector Quantization networks is proposed along with a reference implementation and experimental results. Inmany classification tasks, the uncertainty of themodel is a vital piece of information for experts. Methods to extract the uncertainty and stability using DropConnect are also proposed and the corresponding experimental results are documented.},
  language  = {en}
}