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ALENEX
2010
143views Algorithms» more  ALENEX 2010»
13 years 11 months ago
Navigation in Real-World Complex Networks through Embedding in Latent Spaces
Small-world experiments in which packages reach addressees unknown to the original sender through a forwarding chain confirm that acquaintance networks have short paths, a propert...
Xiaomeng Ban, Jie Gao, Arnout van de Rijt
ALENEX
2010
156views Algorithms» more  ALENEX 2010»
13 years 11 months ago
Tabulation Based 5-Universal Hashing and Linear Probing
Previously [SODA'04] we devised the fastest known algorithm for 4-universal hashing. The hashing was based on small pre-computed 4-universal tables. This led to a five-fold i...
Mikkel Thorup, Yin Zhang
ALENEX
2008
133views Algorithms» more  ALENEX 2008»
13 years 11 months ago
Comparing Online Learning Algorithms to Stochastic Approaches for the Multi-Period Newsvendor Problem
The multi-period newsvendor problem describes the dilemma of a newspaper salesman--how many paper should he purchase each day to resell, when he doesn't know the demand? We d...
Shawn O'Neil, Amitabh Chaudhary
ALENEX
2008
131views Algorithms» more  ALENEX 2008»
13 years 11 months ago
Better Approximation of Betweenness Centrality
Robert Geisberger, Peter Sanders, Dominik Schultes
ALENEX
2008
142views Algorithms» more  ALENEX 2008»
13 years 11 months ago
Consensus Clustering Algorithms: Comparison and Refinement
Consensus clustering is the problem of reconciling clustering information about the same data set coming from different sources or from different runs of the same algorithm. Cast ...
Andrey Goder, Vladimir Filkov
ALENEX
2008
89views Algorithms» more  ALENEX 2008»
13 years 11 months ago
Obtaining Optimal k-Cardinality Trees Fast
Markus Chimani, Maria Kandyba, Ivana Ljubic, Petra...
ALENEX
2008
180views Algorithms» more  ALENEX 2008»
13 years 11 months ago
Geometric Algorithms for Optimal Airspace Design and Air Traffic Controller Workload Balancing
The National Airspace System (NAS) is designed to accommodate a large number of flights over North America. For purposes of workload limitations for air traffic controllers, the a...
Amitabh Basu, Joseph S. B. Mitchell, Girishkumar S...
AAAI
2010
13 years 11 months ago
Efficient Lifting for Online Probabilistic Inference
Lifting can greatly reduce the cost of inference on firstorder probabilistic graphical models, but constructing the lifted network can itself be quite costly. In online applicatio...
Aniruddh Nath, Pedro Domingos
AAAI
2010
13 years 11 months ago
A Decentralised Coordination Algorithm for Mobile Sensors
We present an on-line decentralised algorithm for coordinating mobile sensors for a broad class of information gathering tasks. These sensors can be deployed in unknown and possib...
Ruben Stranders, Francesco Maria Delle Fave, Alex ...
AAAI
2010
13 years 11 months ago
Hydra: Automatically Configuring Algorithms for Portfolio-Based Selection
The AI community has achieved great success in designing high-performance algorithms for hard combinatorial problems, given both considerable domain knowledge and considerable eff...
Lin Xu, Holger Hoos, Kevin Leyton-Brown