Skip to main content

3 Result(s)

within Hossein Mobahi Remove this filter Algorithm Analysis and Problem Complexity Remove this filter

and

  1. No Access

    Chapter and Conference Paper

    Coarse-to-Fine Minimization of Some Common Nonconvexities

    The continuation method is a popular heuristic in computer vision for nonconvex optimization. The idea is to start from a simplified problem and gradually deform it to the actual problem while tracking the sol...

    Hossein Mobahi, John W. Fisher III in Energy Minimization Methods in Computer Vi… (2015)

  2. No Access

    Chapter and Conference Paper

    On the Link between Gaussian Homotopy Continuation and Convex Envelopes

    The continuation method is a popular heuristic in computer vision for nonconvex optimization. The idea is to start from a simplified problem and gradually deform it to the actual task while tracking the soluti...

    Hossein Mobahi, John W. Fisher III in Energy Minimization Methods in Computer Vi… (2015)

  3. No Access

    Chapter

    Deep Learning via Semi-supervised Embedding

    We show how nonlinear semi-supervised embedding algorithms popular for use with “shallow” learning techniques such as kernel methods can be easily applied to deep multi-layer architectures, either as a regular...

    Jason Weston, Frédéric Ratle, Hossein Mobahi… in Neural Networks: Tricks of the Trade (2012)