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ML
2002
ACM
178views Machine Learning» more  ML 2002»
13 years 8 months ago
Metric-Based Methods for Adaptive Model Selection and Regularization
We present a general approach to model selection and regularization that exploits unlabeled data to adaptively control hypothesis complexity in supervised learning tasks. The idea ...
Dale Schuurmans, Finnegan Southey
DAC
2006
ACM
14 years 9 months ago
GreenBus: a generic interconnect fabric for transaction level modelling
In this paper we present a generic interconnect fabric for transaction level modelling tackeling three major aspects. First, a review of the bus and IO structures that we have ana...
Wolfgang Klingauf, Robert Günzel, Oliver Brin...
CIKM
2009
Springer
14 years 3 months ago
Annotating wikipedia articles with semantic tags for structured retrieval
Structured retrieval aims at exploiting the structural information of documents when searching for documents. Structured retrieval makes use of both content and structure of docum...
Saravadee Sae Tan, Tang Enya Kong, Gian Chand Sodh...
KDD
2002
ACM
109views Data Mining» more  KDD 2002»
14 years 9 months ago
Topics in 0--1 data
Large 0-1 datasets arise in various applications, such as market basket analysis and information retrieval. We concentrate on the study of topic models, aiming at results which in...
Ella Bingham, Heikki Mannila, Jouni K. Seppän...
ICCV
2007
IEEE
14 years 10 months ago
Structure from Statistics - Unsupervised Activity Analysis using Suffix Trees
Models of activity structure for unconstrained environments are generally not available a priori. Recent representational approaches to this end are limited by their computational...
Raffay Hamid, Siddhartha Maddi, Aaron F. Bobick, I...