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NIPS
2003
15 years 8 months ago
When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts?
We interpret non-negative matrix factorization geometrically, as the problem of finding a simplicial cone which contains a cloud of data points and which is contained in the posi...
David L. Donoho, Victoria Stodden
NIPS
2003
15 years 8 months ago
From Algorithmic to Subjective Randomness
We explore the phenomena of subjective randomness as a case study in understanding how people discover structure embedded in noise. We present a rational account of randomness per...
Thomas L. Griffiths, Joshua B. Tenenbaum
SDM
2003
SIAM
125views Data Mining» more  SDM 2003»
15 years 8 months ago
Scalable, Balanced Model-based Clustering
This paper presents a general framework for adapting any generative (model-based) clustering algorithm to provide balanced solutions, i.e., clusters of comparable sizes. Partition...
Shi Zhong, Joydeep Ghosh
SERP
2003
15 years 8 months ago
DPET - A Simple C++ Design Pattern Extraction Tool
Design patterns provide a medium-grained ion and can be used as an effective tool for understanding object-oriented systems. This paper presents a simple tool for the extraction o...
Samuel Ajila, Peng Xie
ACL
1998
15 years 8 months ago
Robust Interaction through Partial Interpretation and Dialogue Management
In this paper we present results on developing robust natural language interfaces by combining shallowand partialinterpretationwith dialoguemanagement. The key issue is to reduce ...
Arne Jönsson, Lena Strömbäck
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