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JMLR
2012
12 years 15 days ago
Exploiting Unrelated Tasks in Multi-Task Learning
We study the problem of learning a group of principal tasks using a group of auxiliary tasks, unrelated to the principal ones. In many applications, joint learning of unrelated ta...
Bernardino Romera-Paredes, Andreas Argyriou, Nadia...
JMLR
2012
12 years 15 days 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
ERLANG
2009
ACM
14 years 4 months ago
Cleaning up Erlang code is a dirty job but somebody's gotta do it
This paper describes opportunities for automatically modernizing Erlang applications, cleaning them up, eliminating certain bad smells from their code and occasionally also improv...
Thanassis Avgerinos, Konstantinos F. Sagonas
CLUSTER
2003
IEEE
14 years 3 months ago
A Cluster-Based Solution for High Performance Hmmpfam Using EARTH Execution Model
Hmmpfam is a widely used computation-intensive bioinformatics software for sequence classification. The contribution of this paper is the first largely scalable and robust clust...
Weirong Zhu, Yanwei Niu, Jizhu Lu, Chuan Shen, Gua...
JAVA
1999
Springer
14 years 2 months ago
The Gateway System: Uniform Web Based Access to Remote Resources
Exploiting our experience developing the WebFlow system, we designed the Gateway system to provide seamless and secure access to computational resources at ASC MSRC. The Gateway f...
Geoffrey Fox, Tomasz Haupt, Erol Akarsu, Alexey Ka...