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ICML
2008
IEEE
16 years 7 months ago
SVM optimization: inverse dependence on training set size
We discuss how the runtime of SVM optimization should decrease as the size of the training data increases. We present theoretical and empirical results demonstrating how a simple ...
Shai Shalev-Shwartz, Nathan Srebro
CADE
2005
Springer
16 years 7 months ago
Deduction with XOR Constraints in Security API Modelling
We introduce XOR constraints, and show how they enable a theorem prover to reason effectively about security critical subsystems which employ bitwise XOR. Our primary case study is...
Graham Steel
LATA
2009
Springer
16 years 1 months ago
Hypothesis Spaces for Learning
In this paper we survey some results in inductive inference showing how learnability of a class of languages may depend on hypothesis space chosen. We also discuss results which co...
Sanjay Jain
CDC
2008
IEEE
109views Control Systems» more  CDC 2008»
16 years 1 months ago
Sensitivity analysis and computational uncertainty with applications to control of nonlinear parabolic partial differential equa
— In this paper we illustrate how sensitivities can be used to provide a practical precursor to dynamic transitions and numerical uncertainty in parameterized nonlinear parabolic...
John A. Burns, Lisa G. Davis
CISIS
2008
IEEE
16 years 1 months ago
Supervising Agent Team in an Agent-Based Grid Resource Brokering System - Initial Solution
Currently, we are developing an agent-team based infrastructure for resource brokering and management in Grids. In this note we consider how team is supervised and how mirroring c...
Wojciech Kuranowski, Maria Ganzha, Marcin Paprzyck...