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ICS
2007
Tsinghua U.
14 years 1 months ago
Representation-transparent matrix algorithms with scalable performance
Positive results from new object-oriented tools for scientific programming are reported. Using template classes, abstractions of matrix representations are available that subsume...
Peter Gottschling, David S. Wise, Michael D. Adams
JMLR
2012
11 years 10 months ago
Online Incremental Feature Learning with Denoising Autoencoders
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
Guanyu Zhou, Kihyuk Sohn, Honglak Lee
ESOP
1990
Springer
13 years 11 months ago
Algebraic Properties of Program Integration
The need to integrate several versions of a program into a common one arises frequently, but it is a tedious and time consuming task to merge programs by hand. The program-integrat...
Thomas W. Reps
SIGMOD
2008
ACM
103views Database» more  SIGMOD 2008»
14 years 7 months ago
XArch: archiving scientific and reference data
Database archiving is important for the retrieval of old versions of a database and for temporal queries over the history of data. We demonstrate XArch, a management system for ma...
Heiko Müller, Ioannis Koltsidas, Peter Bunema...
PLDI
1998
ACM
13 years 12 months ago
Run-time Code Generation and Modal-ML
This paper presents a typed programming language and compiler for run-time code generation. The language, called ML2, extends ML with modal operators in the style of the Mini-ML2 ...
Philip Wickline, Peter Lee, Frank Pfenning