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MMAS
2011
Springer
13 years 18 days ago
Scalable Bayesian Reduced-Order Models for Simulating High-Dimensional Multiscale Dynamical Systems
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...
Phaedon-Stelios Koutsourelakis, Elias Bilionis
BMCBI
2008
135views more  BMCBI 2008»
13 years 5 months ago
Inferring the role of transcription factors in regulatory networks
Background: Expression profiles obtained from multiple perturbation experiments are increasingly used to reconstruct transcriptional regulatory networks, from well studied, simple...
Philippe Veber, Carito Guziolowski, Michel Le Borg...
KDD
2006
ACM
145views Data Mining» more  KDD 2006»
14 years 6 months ago
Deriving quantitative models for correlation clusters
Correlation clustering aims at grouping the data set into correlation clusters such that the objects in the same cluster exhibit a certain density and are all associated to a comm...
Arthur Zimek, Christian Böhm, Elke Achtert, H...
STOC
2010
ACM
189views Algorithms» more  STOC 2010»
14 years 3 months ago
Near-optimal extractors against quantum storage
We give near-optimal constructions of extractors secure against quantum bounded-storage adversaries. One instantiation gives the first such extractor to achieve an output length (...
Anindya De and Thomas Vidick
MSR
2011
ACM
12 years 8 months ago
A simpler model of software readability
Software readability is a property that influences how easily a given piece of code can be read and understood. Since readability can affect maintainability, quality, etc., prog...
Daryl Posnett, Abram Hindle, Premkumar T. Devanbu