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» Optimal Solvers for PDE-Constrained Optimization
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CA
2002
IEEE
15 years 4 months ago
Spacetime Sweeping: An Interactive Dynamic Constraints Solver
This paper presents a new method for editing an existing motion to satisfy a set of user-specified constraints, and in doing so guaranteeing the kinematic and dynamic soundness o...
Seyoon Tak, Oh-Young Song, Hyeong-Seok Ko
AAAI
2008
15 years 1 months ago
CRF-OPT: An Efficient High-Quality Conditional Random Field Solver
Conditional random field (CRF) is a popular graphical model for sequence labeling. The flexibility of CRF poses significant computational challenges for training. Using existing o...
Minmin Chen, Yixin Chen, Michael R. Brent
ICML
2005
IEEE
16 years 11 days ago
Fast maximum margin matrix factorization for collaborative prediction
Maximum Margin Matrix Factorization (MMMF) was recently suggested (Srebro et al., 2005) as a convex, infinite dimensional alternative to low-rank approximations and standard facto...
Jason D. M. Rennie, Nathan Srebro
ISMVL
2006
IEEE
109views Hardware» more  ISMVL 2006»
15 years 5 months ago
Towards Solving Many-Valued MaxSAT
We define the MaxSAT problem for many-valued CNF formulas, called many-valued MaxSAT, and establish its complexity class. We then describe a basic branch and bound algorithm for ...
Josep Argelich, Xavier Domingo, Chu Min Li, Felip ...
CPAIOR
2006
Springer
15 years 3 months ago
Allocation, Scheduling and Voltage Scaling on Energy Aware MPSoCs
Abstract. In this paper we introduce a complex allocation and scheduling problem for variable voltage Multi-Processor System-on-Chip (MPSoC) platforms. We propose a methodology to ...
Luca Benini, Davide Bertozzi, Alessio Guerri, Mich...