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» On Variations of Power Iteration
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JMLR
2008
129views more  JMLR 2008»
13 years 10 months ago
Finite-Time Bounds for Fitted Value Iteration
In this paper we develop a theoretical analysis of the performance of sampling-based fitted value iteration (FVI) to solve infinite state-space, discounted-reward Markovian decisi...
Rémi Munos, Csaba Szepesvári
MAM
2011
349views Communications» more  MAM 2011»
13 years 5 months ago
An iterative logarithmic multiplier
The paper presents a new multiplier enabling achievement of an arbitrary accuracy. It follows the same idea of number representation as the Mitchell’s algorithm, but does not use...
Zdenka Babic, Aleksej Avramovic, Patricio Bulic
DMKD
2004
ACM
139views Data Mining» more  DMKD 2004»
14 years 3 months ago
Iterative record linkage for cleaning and integration
Record linkage, the problem of determining when two records refer to the same entity, has applications for both data cleaning (deduplication) and for integrating data from multipl...
Indrajit Bhattacharya, Lise Getoor
NIPS
1993
13 years 11 months ago
Convergence of Stochastic Iterative Dynamic Programming Algorithms
Recent developments in the area of reinforcement learning have yielded a number of new algorithms for the prediction and control of Markovian environments. These algorithms,includ...
Tommi Jaakkola, Michael I. Jordan, Satinder P. Sin...
ISPD
2005
ACM
116views Hardware» more  ISPD 2005»
14 years 3 months ago
A fast algorithm for power grid design
This paper presents an efficient heuristic algorithm to design a power distribution network of a chip by employing a successive partitioning and grid refinement scheme. In an it...
Jaskirat Singh, Sachin S. Sapatnekar