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ALT
2011
Springer
14 years 2 months ago
On the Expressive Power of Deep Architectures
Deep architectures are families of functions corresponding to deep circuits. Deep Learning algorithms are based on parametrizing such circuits and tuning their parameters so as to ...
Yoshua Bengio, Olivier Delalleau
AAAI
2007
15 years 4 months ago
Learning by Reading: A Prototype System, Performance Baseline and Lessons Learned
A traditional goal of Artificial Intelligence research has been a system that can read unrestricted natural language texts on a given topic, build a model of that topic and reason...
Ken Barker, Bhalchandra Agashe, Shaw Yi Chaw, Jame...
RECOMB
2010
Springer
15 years 4 months ago
Algorithms for Detecting Significantly Mutated Pathways in Cancer
Abstract. Recent genome sequencing studies have shown that the somatic mutations that drive cancer development are distributed across a large number of genes. This mutational heter...
Fabio Vandin, Eli Upfal, Benjamin J. Raphael
ICDM
2009
IEEE
151views Data Mining» more  ICDM 2009»
15 years 5 days ago
TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents
The amount of text data on the Internet is growing at a very fast rate. Online text repositories for news agencies, digital libraries and other organizations currently store gigaan...
Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol...
CORR
2011
Springer
339views Education» more  CORR 2011»
14 years 9 months ago
Context Capture in Software Development
The context of a software developer is something hard to define and capture, as it represents a complex network of elements across different dimensions that are not limited to th...
Bruno Antunes, Francisco Correia, Paulo Gomes