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BIRTHDAY
2010
Springer
13 years 10 months ago
Second-Order Programs with Preconditions
Abstract. In the implementation of procedures, developers often assume that the input satisfies certain properties; for example, binary search assumes the array to be sorted. Such...
Markus Aderhold
NIPS
2004
14 years 11 days ago
A Second Order Cone programming Formulation for Classifying Missing Data
We propose a convex optimization based strategy to deal with uncertainty in the observations of a classification problem. We assume that instead of a sample (xi, yi) a distributio...
Chiranjib Bhattacharyya, Pannagadatta K. Shivaswam...
JMLR
2006
87views more  JMLR 2006»
13 years 11 months ago
Second Order Cone Programming Approaches for Handling Missing and Uncertain Data
We propose a novel second order cone programming formulation for designing robust classifiers which can handle uncertainty in observations. Similar formulations are also derived f...
Pannagadatta K. Shivaswamy, Chiranjib Bhattacharyy...
MOR
2006
80views more  MOR 2006»
13 years 11 months ago
The Strong Second-Order Sufficient Condition and Constraint Nondegeneracy in Nonlinear Semidefinite Programming and Their Implic
For a locally optimal solution to the nonlinear semidefinite programming problem, under Robinson's constraint qualification, the following conditions are proved to be equival...
Defeng Sun
ACCV
2007
Springer
14 years 5 months ago
Visual Odometry for Non-overlapping Views Using Second-Order Cone Programming
Abstract. We present a solution for motion estimation for a set of cameras which are firmly mounted on a head unit and do not have overlapping views in each image. This problem re...
Jae-Hak Kim, Richard I. Hartley, Jan-Michael Frahm...