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STOC
2012
ACM
209views Algorithms» more  STOC 2012»
13 years 9 months ago
Nearly optimal solutions for the chow parameters problem and low-weight approximation of halfspaces
The Chow parameters of a Boolean function f : {−1, 1}n → {−1, 1} are its n + 1 degree-0 and degree-1 Fourier coefficients. It has been known since 1961 [Cho61, Tan61] that ...
Anindya De, Ilias Diakonikolas, Vitaly Feldman, Ro...
MCS
2005
Springer
16 years 4 days ago
Between Two Extremes: Examining Decompositions of the Ensemble Objective Function
We study how the error of an ensemble regression estimator can be decomposed into two components: one accounting for the individual errors and the other accounting for the correlat...
Gavin Brown, Jeremy L. Wyatt, Ping Sun
VLSID
2010
IEEE
155views VLSI» more  VLSID 2010»
15 years 10 months ago
Digital Microfluidic Biochips: A Vision for Functional Diversity and More than Moore
Abstract—Microfluidics-based biochips are revolutionizing highthroughput sequencing, parallel immunoassays, clinical diagnostics, and drug discovery. These devices enable the pre...
Krishnendu Chakrabarty
CPHYSICS
2006
124views more  CPHYSICS 2006»
15 years 6 months ago
Collision-free spatial hash functions for structural analysis of billion-vertex chemical bond networks
State-of-the-art molecular dynamics (MD) simulations generate massive datasets involving billion-vertex chemical bond networks, which makes data mining based on graph algorithms s...
Cheng Zhang, Bhupesh Bansal, Paulo S. Branicio, Ra...
BMCBI
2005
109views more  BMCBI 2005»
15 years 6 months ago
Automation of gene assignments to metabolic pathways using high-throughput expression data
Background: Accurate assignment of genes to pathways is essential in order to understand the functional role of genes and to map the existing pathways in a given genome. Existing ...
Liviu Popescu, Golan Yona