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KDD
2007
ACM
211views Data Mining» more  KDD 2007»
16 years 2 months ago
Enhanced max margin learning on multimodal data mining in a multimedia database
The problem of multimodal data mining in a multimedia database can be addressed as a structured prediction problem where we learn the mapping from an input to the structured and i...
Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos F...
KDD
2007
ACM
191views Data Mining» more  KDD 2007»
16 years 2 months ago
Cost-effective outbreak detection in networks
Given a water distribution network, where should we place sensors to quickly detect contaminants? Or, which blogs should we read to avoid missing important stories? These seemingl...
Andreas Krause, Carlos Guestrin, Christos Faloutso...
STOC
2006
ACM
122views Algorithms» more  STOC 2006»
16 years 2 months ago
Fast convergence to Wardrop equilibria by adaptive sampling methods
We study rerouting policies in a dynamic round-based variant of a well known game theoretic traffic model due to Wardrop. Previous analyses (mostly in the context of selfish routi...
Simon Fischer, Harald Räcke, Berthold Vö...
107
Voted
SODA
2010
ACM
189views Algorithms» more  SODA 2010»
15 years 11 months ago
Correlation Clustering with Noisy Input
Correlation clustering is a type of clustering that uses a basic form of input data: For every pair of data items, the input specifies whether they are similar (belonging to the s...
Claire Mathieu, Warren Schudy
ICCAD
2003
IEEE
145views Hardware» more  ICCAD 2003»
15 years 11 months ago
Manufacturing-Aware Physical Design
Ultra-deep submicron manufacturability impacts physical design (PD) through complex layout rules and large guardbands for process variability; this creates new requirements for ne...
Puneet Gupta, Andrew B. Kahng