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ICDM
2008
IEEE
168views Data Mining» more  ICDM 2008»
15 years 3 months ago
Measuring Proximity on Graphs with Side Information
This paper studies how to incorporate side information (such as users’ feedback) in measuring node proximity on large graphs. Our method (ProSIN) is motivated by the well-studie...
Hanghang Tong, Huiming Qu, Hani Jamjoom
DCOSS
2005
Springer
15 years 2 months ago
Routing Explicit Side Information for Data Compression in Wireless Sensor Networks
Abstract. Two difficulties in designing data-centric routes [2–5] in wireless sensor networks are the lack of reasonably practical data aggregation models and the high computatio...
Huiyu Luo, Gregory J. Pottie
CORR
2008
Springer
79views Education» more  CORR 2008»
14 years 9 months ago
A Note on Differential Privacy: Defining Resistance to Arbitrary Side Information
In this note we give a precise formulation of "resistance to arbitrary side information" and show that several relaxations of differential privacy imply it. The formulat...
Shiva Prasad Kasiviswanathan, Adam Smith
97
Voted
IEEEMSP
2002
IEEE
166views Multimedia» more  IEEEMSP 2002»
15 years 2 months ago
Joint source-channel coding of binary sources with side information at the decoder using IRA codes
— We use systematic irregular repeat accumulate (IRA) codes as source-channel codes for the transmission of an equiprobable memoryless binary source with side information at the ...
Angelos D. Liveris, Zixiang Xiong, Costas N. Georg...
CORR
2006
Springer
109views Education» more  CORR 2006»
14 years 9 months ago
Decision Making with Side Information and Unbounded Loss Functions
We consider the problem of decision-making with side information and unbounded loss functions. Inspired by probably approximately correct learning model, we use a slightly differe...
Majid Fozunbal, Ton Kalker