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SODA
2008
ACM
97views Algorithms» more  SODA 2008»
13 years 10 months ago
Stochastic analyses for online combinatorial optimization problems
In this paper, we study online algorithms when the input is not chosen adversarially, but consists of draws from some given probability distribution. While this model has been stu...
Naveen Garg, Anupam Gupta, Stefano Leonardi, Piotr...
NIPS
2007
13 years 10 months ago
Cluster Stability for Finite Samples
Over the past few years, the notion of stability in data clustering has received growing attention as a cluster validation criterion in a sample-based framework. However, recent w...
Ohad Shamir, Naftali Tishby
AAAI
2006
13 years 10 months ago
Active Learning with Near Misses
Assume that we are trying to build a visual recognizer for a particular class of objects--chairs, for example--using existing induction methods. Assume the assistance of a human t...
Nela Gurevich, Shaul Markovitch, Ehud Rivlin
ECEH
2006
162views Healthcare» more  ECEH 2006»
13 years 10 months ago
Mobile Health Care: Towards a Commercialization of Research Results
: During the last fours years a consortium of universities, hospitals and commercial companies has been working together for the development of innovative systems and services for ...
Dimitri Konstantas, Richard Bults, Aart van Halter...
SODA
2003
ACM
142views Algorithms» more  SODA 2003»
13 years 10 months ago
The similarity metric
—A new class of distances appropriate for measuring similarity relations between sequences, say one type of similarity per distance, is studied. We propose a new “normalized in...
Ming Li, Xin Chen, Xin Li, Bin Ma, Paul M. B. Vit&...