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» Separating Complexity Classes Using Structural Properties
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CORR
2008
Springer
107views Education» more  CORR 2008»
13 years 10 months ago
A Spectral Algorithm for Learning Hidden Markov Models
Hidden Markov Models (HMMs) are one of the most fundamental and widely used statistical tools for modeling discrete time series. In general, learning HMMs from data is computation...
Daniel Hsu, Sham M. Kakade, Tong Zhang
MP
2008
117views more  MP 2008»
13 years 10 months ago
Multiplier convergence in trust-region methods with application to convergence of decomposition methods for MPECs
Abstract. We study piecewise decomposition methods for mathematical programs with equilibrium constraints (MPECs) for which all constraint functions are linear. At each iteration o...
Giovanni Giallombardo, Daniel Ralph
MABS
2000
Springer
14 years 1 months ago
Multi Agent Based Simulation: Beyond Social Simulation
Multi Agent Based Simulation (MABS) has been used mostly in purely social contexts. However, compared to other approaches, e.g., traditional discrete event simulation, object-orien...
Paul Davidsson
CASCON
2006
119views Education» more  CASCON 2006»
13 years 11 months ago
Static analysis for dynamic coupling measures
Coupling measures have important applications in software development and maintenance. They are used to reason about the structural complexity of software and have been shown to p...
Yin Liu, Ana Milanova
RECOMB
2007
Springer
14 years 10 months ago
QNet: A Tool for Querying Protein Interaction Networks
Molecular interaction databases can be used to study the evolution of molecular pathways across species. Querying such pathways is a challenging computational problem, and recent e...
Banu Dost, Tomer Shlomi, Nitin Gupta 0002, Eytan R...