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JSYML
2002
56views more  JSYML 2002»
13 years 4 months ago
Borovik-Poizat Rank and Stability
: There is an axiomatic treatment of Morley rank in groups, due to Borovik and Poizat. These axioms form the basis of the algebraic treatment of groups of finite Morley rank which ...
Jeffrey Burdges, Gregory L. Cherlin
COLT
2005
Springer
13 years 10 months ago
Stability and Generalization of Bipartite Ranking Algorithms
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
Shivani Agarwal, Partha Niyogi
ICML
2008
IEEE
14 years 5 months ago
Query-level stability and generalization in learning to rank
This paper is concerned with the generalization ability of learning to rank algorithms for information retrieval (IR). We point out that the key for addressing the learning proble...
Yanyan Lan, Tie-Yan Liu, Tao Qin, Zhiming Ma, Hang...
CORR
2010
Springer
94views Education» more  CORR 2010»
13 years 2 months ago
The Stability of Low-Rank Matrix Reconstruction: a Constrained Singular Value View
The stability of low-rank matrix reconstruction is investigated in this paper. The -constrained minimal singular value ( -CMSV) of the measurement operator is shown to determine t...
Gongguo Tang, Arye Nehorai
BIOINFORMATICS
2008
132views more  BIOINFORMATICS 2008»
13 years 5 months ago
Algebraic stability indicators for ranked lists in molecular profiling
Giuseppe Jurman, Stefano Merler, Annalisa Barla, S...