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ICML
2007
IEEE
14 years 10 months ago
Information-theoretic metric learning
In this paper, we present an information-theoretic approach to learning a Mahalanobis distance function. We formulate the problem as that of minimizing the differential relative e...
Jason V. Davis, Brian Kulis, Prateek Jain, Suvrit ...
SIGMOD
2012
ACM
224views Database» more  SIGMOD 2012»
11 years 11 months ago
Tiresias: the database oracle for how-to queries
How-To queries answer fundamental data analysis questions of the form: “How should the input change in order to achieve the desired output”. As a Reverse Data Management probl...
Alexandra Meliou, Dan Suciu
ICCAD
2002
IEEE
161views Hardware» more  ICCAD 2002»
14 years 6 months ago
Non-tree routing for reliability and yield improvement
We propose to introduce redundant interconnects for manufacturing yield and reliability improvement. By introducing redundant interconnects, the potential for open faults is reduc...
Andrew B. Kahng, Bao Liu, Ion I. Mandoiu
RECOMB
2003
Springer
14 years 9 months ago
Designing seeds for similarity search in genomic DNA
Large-scale comparison of genomic DNA is of fundamental importance in annotating functional elements of genomes. To perform large comparisons efficiently, BLAST (Methods: Companio...
Jeremy Buhler, Uri Keich, Yanni Sun
ASPDAC
2009
ACM
164views Hardware» more  ASPDAC 2009»
14 years 3 months ago
Accounting for non-linear dependence using function driven component analysis
Majority of practical multivariate statistical analyses and optimizations model interdependence among random variables in terms of the linear correlation among them. Though linear...
Lerong Cheng, Puneet Gupta, Lei He