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228
Voted
MP
2011
14 years 6 months ago
An interior-point piecewise linear penalty method for nonlinear programming
We present an interior-point penalty method for nonlinear programming (NLP), where the merit function consists of a piecewise linear penalty function (PLPF) and an 2-penalty functi...
Lifeng Chen, Donald Goldfarb
137
Voted
MP
2011
14 years 6 months ago
Fixed point and Bregman iterative methods for matrix rank minimization
Shiqian Ma, Donald Goldfarb, Lifeng Chen
162
Voted
MP
2011
14 years 10 months ago
Lifting for conic mixed-integer programming
Lifting is a procedure for deriving valid inequalities for mixed-integer sets from valid inequalities for suitable restrictions of those sets. Lifting has been shown to be very eï¬...
Alper Atamtürk, Vishnu Narayanan
182
Voted
MP
2011
14 years 10 months ago
Statistical ranking and combinatorial Hodge theory
We propose a number of techniques for obtaining a global ranking from data that may be incomplete and imbalanced — characteristics that are almost universal to modern datasets co...
Xiaoye Jiang, Lek-Heng Lim, Yuan Yao, Yinyu Ye
Intelligent Agents
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