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» Some Observations on Indifferentiability
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109
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ICML
2010
IEEE
15 years 1 months ago
SVM Classifier Estimation from Group Probabilities
A learning problem that has only recently gained attention in the machine learning community is that of learning a classifier from group probabilities. It is a learning task that ...
Stefan Rüping
80
Voted
COMCOM
2010
179views more  COMCOM 2010»
15 years 26 days ago
On the statistical characterization of flows in Internet traffic with application to sampling
A new method of estimating some statistical characteristics of TCP flows in the Internet is developed in this paper. For this purpose, a new set of random variables (referred to as...
Yousra Chabchoub, Christine Fricker, Fabrice Guill...
78
Voted
CORR
2008
Springer
71views Education» more  CORR 2008»
15 years 25 days ago
Problem Solving and Complex Systems
The observation and modeling of natural Complex Systems (CSs) like the human nervous system, the evolution or the weather, allows the definition of special abilities and models re...
Frédéric Guinand, Yoann Pigné
CORR
2008
Springer
81views Education» more  CORR 2008»
15 years 25 days ago
High-dimensional subset recovery in noise: Sparsified measurements without loss of statistical efficiency
We consider the problem of estimating the support of a vector Rp based on observations contaminated by noise. A significant body of work has studied behavior of 1-relaxations when...
Dapo Omidiran, Martin J. Wainwright
118
Voted
DEBU
2008
71views more  DEBU 2008»
15 years 25 days ago
User Experiences and Impressions of Recommenders in Complex Information Environments
We studied how actual users find items of interest in today's complex, recommender-rich information environments, what role recommenders play in it, and if recommenders incre...
Juha Leino, Kari-Jouko Räihä