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» Kernels and Regularization on Graphs
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CORR
2007
Springer
132views Education» more  CORR 2007»
14 years 11 months ago
Automatic Structures: Richness and Limitations
We study the existence of automatic presentations for various algebraic structures. An automatic presentation of a structure is a description of the universe of the structure by a...
Bakhadyr Khoussainov, André Nies, Sasha Rub...
CORR
2010
Springer
228views Education» more  CORR 2010»
14 years 10 months ago
Sparse Inverse Covariance Selection via Alternating Linearization Methods
Gaussian graphical models are of great interest in statistical learning. Because the conditional independencies between different nodes correspond to zero entries in the inverse c...
Katya Scheinberg, Shiqian Ma, Donald Goldfarb
CORR
2010
Springer
127views Education» more  CORR 2010»
14 years 10 months ago
Learning Networks of Stochastic Differential Equations
We consider linear models for stochastic dynamics. To any such model can be associated a network (namely a directed graph) describing which degrees of freedom interact under the d...
José Bento, Morteza Ibrahimi, Andrea Montan...
LPAR
2010
Springer
14 years 10 months ago
The Complexity of Partial-Observation Parity Games
We consider two-player zero-sum games on graphs. On the basis of the information available to the players these games can be classified as follows: (a) partial-observation (both p...
Krishnendu Chatterjee, Laurent Doyen
PPDP
2010
Springer
14 years 10 months ago
Dimensions in program synthesis
Program Synthesis, which is the task of discovering programs that realize user intent, can be useful in several scenarios: enabling people with no programming background to develo...
Sumit Gulwani