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ICS
2007
Tsinghua U.
15 years 9 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
13 years 5 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
15 years 7 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»
16 years 3 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
15 years 7 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