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ALDT
2011
Springer
200views Algorithms» more  ALDT 2011»
12 years 9 months ago
Vote Elicitation with Probabilistic Preference Models: Empirical Estimation and Cost Tradeoffs
A variety of preference aggregation schemes and voting rules have been developed in social choice to support group decision making. However, the requirement that participants provi...
Tyler Lu, Craig Boutilier
KDD
2004
ACM
210views Data Mining» more  KDD 2004»
14 years 9 months ago
Probabilistic author-topic models for information discovery
We propose a new unsupervised learning technique for extracting information from large text collections. We model documents as if they were generated by a two-stage stochastic pro...
Mark Steyvers, Padhraic Smyth, Michal Rosen-Zvi, T...
BMCBI
2008
111views more  BMCBI 2008»
13 years 9 months ago
Probabilistic base calling of Solexa sequencing data
Background: Solexa/Illumina short-read ultra-high throughput DNA sequencing technology produces millions of short tags (up to 36 bases) by parallel sequencing-by-synthesis of DNA ...
Jacques Rougemont, Arnaud Amzallag, Christian Isel...
JOC
2006
69views more  JOC 2006»
13 years 9 months ago
Characterization of Security Notions for Probabilistic Private-Key Encryption
The development of precise definitions of security for encryption, as well as a detailed understanding of their relationships, has been a major area of research in modern cryptogr...
Jonathan Katz, Moti Yung
FMSD
2010
118views more  FMSD 2010»
13 years 7 months ago
On simulation-based probabilistic model checking of mixed-analog circuits
In this paper, we consider verifying properties of mixed-signal circuits, i.e., circuits for which there is an interaction between analog (continuous) and digital (discrete) values...
Edmund M. Clarke, Alexandre Donzé, Axel Leg...