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» Randomized Algorithms and Complexity Theory
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AAAI
2011
14 years 3 months ago
Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models
We study iterative randomized greedy algorithms for generating (elimination) orderings with small induced width and state space size - two parameters known to bound the complexity...
Kalev Kask, Andrew Gelfand, Lars Otten, Rina Decht...
PAKDD
2001
ACM
104views Data Mining» more  PAKDD 2001»
15 years 8 months ago
Optimizing the Induction of Alternating Decision Trees
The alternating decision tree brings comprehensibility to the performance enhancing capabilities of boosting. A single interpretable tree is induced wherein knowledge is distribute...
Bernhard Pfahringer, Geoffrey Holmes, Richard Kirk...
106
Voted
SIGECOM
2005
ACM
101views ECommerce» more  SIGECOM 2005»
15 years 9 months ago
Fairness and optimality in congestion games
We study two problems, that of computing social optimum and that of finding fair allocations, in the congestion game model of Milchtaich[8] Although we show that the general prob...
Deeparnab Chakrabarty, Aranyak Mehta, Viswanath Na...
130
Voted
ATAL
2008
Springer
15 years 5 months ago
Deployed ARMOR protection: the application of a game theoretic model for security at the Los Angeles International Airport
Security at major locations of economic or political importance is a key concern around the world, particularly given the threat of terrorism. Limited security resources prevent f...
James Pita, Manish Jain, Janusz Marecki, Fernando ...
LFCS
2007
Springer
15 years 9 months ago
Verifying Balanced Trees
Abstract. Balanced search trees provide guaranteed worst-case time performance and hence they form a very important class of data structures. However, the self-balancing ability co...
Zohar Manna, Henny B. Sipma, Ting Zhang