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SIAMJO
2010
135views more  SIAMJO 2010»
15 years 4 months ago
On the Complexity of Selecting Disjunctions in Integer Programming
The imposition of general disjunctions of the form “πx ≤ π0 ∨ πx ≥ π0 + 1”, where π, π0 are integer valued, is a fundamental operation in both the branch-and-bound...
Ashutosh Mahajan, Ted K. Ralphs
COR
2007
108views more  COR 2007»
15 years 6 months ago
A hub location problem with fully interconnected backbone and access networks
This paper considers the design of two-layered fully interconnected networks.A two-layered network consists of clusters of nodes, each defining an access network and a backbone n...
Tommy Thomadsen, Jesper Larsen
ICTAI
2007
IEEE
16 years 20 days ago
ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming
In this paper we developed an Inductive Logic Programming (ILP) based framework ExOpaque that is able to extract a set of Horn clauses from an arbitrary opaque machine learning mo...
Yunsong Guo, Bart Selman
DBPL
2003
Springer
105views Database» more  DBPL 2003»
15 years 11 months ago
Integrating Database and Programming Language Constraints
Abstract. We examine the maintenance of data consistency in the presence of application-database interactions. Currently, a programmer must insert explicit checks to ensure that da...
Oded Shmueli, Mukund Raghavachari, Vivek Sarkar, R...
PODC
2000
ACM
15 years 10 months ago
Debugging distributed programs using controlled re-execution
Distributed programs are hard to write. A distributed debugger equipped with the mechanism to re-execute the traced computation in a controlled fashion can greatly facilitate the ...
Neeraj Mittal, Vijay K. Garg