18 citations · 34 across the 3 of their papers we have counts for
3 papers
Long-length Legal Document Classification
Lulu Wan, George Papageorgiou, Michael Seddon +1
One of the principal tasks of machine learning with major applications is text classification. This paper focuses on the legal domain and, in particular, on the classification of l…
Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising
George Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
We consider the task of robust non-linear regression in the presence of both inlier noise and outliers. Assuming that the unknown non-linear function belongs to a Reproducing Kerne…
Metrics and norms used for obtaining sparse solutions to underdetermined Systems of Linear Equations
Leoni Dalla, George K. Papageorgiou
This paper focuses on defining a measure, appropriate for obtaining optimally sparse solutions to underdetermined systems of linear equations.* The general idea is the extension of…