This paper addresses the scalar regression problem presenting a solution for optimizing the Huber loss in a general semi-supervised setting, which combines multi-view learning and manifold regularization. To this aim, we propose a principled algorithm to 1) avoid computationally expensive iterative solutions while 2) adapting the Huber loss threshold in a data-driven fashion and 3) actively bal...

We study an adaptive anisotropic Huber functional based image restoration scheme. By using a combination of L2-L1 regularization functions, an adaptive Huber functional based energy minimization model provides denoising with edge preservation in noisy digital images. We study a convergent finite difference scheme based on continuous piecewise linear functions and use a variable splitting scheme...

Father Raphael Huber, O.F.M.. Professor of History at St. Anthony's-on-the-Hudson, will speak on the topic "Christianity Not A Syncretism of Judaism and or Paganism" at the Newman Club meeting Sunday, March 1, at 7:30 p.m. Father Huber, S.TX>., S.T.M., was formerly a Professor of Church History at the Catholic University, and a Professor of Church History at St. Peter's College. He is a graduat...

An optimal control problem of static plasticity with linear kinematic hardening and von Mises yield condition is studied. The problem is treated in its primal formulation, where the state system is a variational inequality of the second kind. First-order necessary optimality conditions are obtained by means of an approximation by a family of control problems with state system regularized by Hub...

Steven C. Huber*, Joan L. Huber, Pao-Chi Liao, Douglas A. Gage, Robert W. McMichael, Jr.', Prem S . Chourey, L. Curtis Hannah, and Karen Koch United States Department of Agriculture, Agricultural Research Service, and Departments of Crop Science (S.C.H.), Botany (S.C.H., R.W.M.), and Horticultural Science (J.L.H.), North Carolina State University, Raleigh, North Carolina 27695-7609; Department ...

Huber, Krokhin, and Powell (2013) introduced a concept of skew bisubmodularity, as a generalization of bisubmodularity, in their complexity dichotomy theorem for valued constraint satisfaction problems over the three-value domain, and Huber and Krokhin (2014) showed the oracle tractability of minimization of skew-bisubmodular functions. Fujishige, Tanigawa, and Yoshida (2014) also showed a min-...

Van de Werf, F; Bax, J; Betriu, A; Blomstrom-Lundqvist, C; Crea, F; Falk, V; Filippatos, G; Fox, K; Huber, K; Kastrati, A; Rosengren, A; Steg, P G; Tubaro, M; Verheugt, F; Weidinger, F; Weis, M Van de Werf, F; Bax, J; Betriu, A; Blomstrom-Lundqvist, C; Crea, F; Falk, V; Filippatos, G; Fox, K; Huber, K; Kastrati, A; Rosengren, A; Steg, P G; Tubaro, M; Verheugt, F; Weidinger, F; Weis, M (2009). E...