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COLT
2008
Springer
13 years 10 months ago
An Information Theoretic Framework for Multi-view Learning
In the multi-view learning paradigm, the input variable is partitioned into two different views X1 and X2 and there is a target variable Y of interest. The underlying assumption i...
Karthik Sridharan, Sham M. Kakade
CORR
2010
Springer
95views Education» more  CORR 2010»
13 years 8 months ago
Performance evaluation for ML sequence detection in ISI channels with Gauss Markov Noise
Inter-symbol interference (ISI) channels with data dependent Gauss Markov noise have been used to model read channels in magnetic recording and other data storage systems. The Vite...
Naveen Kumar, Aditya Ramamoorthy, Murti V. Salapak...
DATE
2005
IEEE
117views Hardware» more  DATE 2005»
14 years 2 months ago
Implicit and Exact Path Delay Fault Grading in Sequential Circuits
1 The first path implicit and exact non–robust path delay fault grading technique for non–scan sequential circuits is presented. Non enumerative exact coverage is obtained, b...
Mahilchi Milir Vaseekar Kumar, Spyros Tragoudas, S...
ACL
2010
13 years 6 months ago
Simple Semi-Supervised Training of Part-Of-Speech Taggers
Most attempts to train part-of-speech taggers on a mixture of labeled and unlabeled data have failed. In this work stacked learning is used to reduce tagging to a classification t...
Anders Søgaard
SIAMSC
2008
104views more  SIAMSC 2008»
13 years 8 months ago
Reducing Floating Point Error in Dot Product Using the Superblock Family of Algorithms
This paper discusses both the theoretical and statistical errors obtained by various well-known dot products, from the canonical to pairwise algorithms, and introduces a new and mo...
Anthony M. Castaldo, R. Clint Whaley, Anthony T. C...