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» An Algorithm to Solve a Linear Program
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POPL
2009
ACM
16 years 7 months ago
Types and higher-order recursion schemes for verification of higher-order programs
We propose a new verification method for temporal properties of higher-order functional programs, which takes advantage of Ong's recent result on the decidability of the mode...
Naoki Kobayashi
CDC
2009
IEEE
128views Control Systems» more  CDC 2009»
15 years 11 months ago
Iterative solutions to matrix equations of form
— To solve systems of linear matrix equations A1XB1 = F1 and A2XB2 = F2, we present iterative algorithms to get the solutions. For any initial value, we prove that the iterative ...
Jie Ding, Yanjun Liu, Feng Ding
NIPS
2007
15 years 7 months ago
Multi-Task Learning via Conic Programming
When we have several related tasks, solving them simultaneously is shown to be more effective than solving them individually. This approach is called multi-task learning (MTL) and...
Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama, ...
DISOPT
2008
78views more  DISOPT 2008»
15 years 6 months ago
N-fold integer programming
In this article we study a broad class of integer programming problems in variable dimension. We show that these so-termed n-fold integer programming problems are polynomial time ...
Jesús A. De Loera, Raymond Hemmecke, Shmuel...
JMLR
2012
13 years 9 months ago
Metric and Kernel Learning Using a Linear Transformation
Metric and kernel learning arise in several machine learning applications. However, most existing metric learning algorithms are limited to learning metrics over low-dimensional d...
Prateek Jain, Brian Kulis, Jason V. Davis, Inderji...