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» The Complexity of Partition Functions
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COLT
2008
Springer
15 years 8 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
ISVLSI
2007
IEEE
107views VLSI» more  ISVLSI 2007»
16 years 1 months ago
A Quantum Algorithm for Finding Minimum Exclusive-Or Expressions
This paper presents a quantum algorithm for finding minimal ESCT (Exclusive-or Sum of Complex Terms) or ESOP (Exclusiveor Sum Of Products) expressions for any arbitrary incomplet...
Marinos Sampson, Dimitrios Voudouris, George K. Pa...
CAV
1998
Springer
86views Hardware» more  CAV 1998»
15 years 11 months ago
Formal Verification of Out-of-Order Execution Using Incremental Flushing
We present a two-part approach for verifying out-of-order execution. First, the complexity of out-of-order issue and scheduling is handled by creating der abstraction of the out-of...
Jens U. Skakkebæk, Robert B. Jones, David L....
136
Voted
ALT
2010
Springer
15 years 8 months ago
Distribution-Dependent PAC-Bayes Priors
We further develop the idea that the PAC-Bayes prior can be informed by the data-generating distribution. We prove sharp bounds for an existing framework of Gibbs algorithms, and ...
Guy Lever, François Laviolette, John Shawe-...
BILDMED
1998
15 years 8 months ago
Efficient representation of cortical convolutions for the analysis of brain surface topology
Various time efficient procedures were developed allowing to calculate planar representations of the brain in MR and CT clearly conveying the whole surface topology. For the compar...
Peter Hastreiter, Christof Rezk-Salama, Günth...