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ICML
2007
IEEE
14 years 11 months ago
Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps
Non-linear dimensionality reduction of noisy data is a challenging problem encountered in a variety of data analysis applications. Recent results in the literature show that spect...
Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker
POPL
2009
ACM
14 years 11 months ago
Automatic modular abstractions for linear constraints
c Modular Abstractions for Linear Constraints David Monniaux VERIMAG June 27, 2008 se a method for automatically generating abstract transformers for static by abstract interpreta...
David Monniaux
KDD
2008
ACM
244views Data Mining» more  KDD 2008»
14 years 10 months ago
Probabilistic latent semantic visualization: topic model for visualizing documents
We propose a visualization method based on a topic model for discrete data such as documents. Unlike conventional visualization methods based on pairwise distances such as multi-d...
Tomoharu Iwata, Takeshi Yamada, Naonori Ueda
KDD
2002
ACM
125views Data Mining» more  KDD 2002»
14 years 10 months ago
Pattern discovery in sequences under a Markov assumption
In this paper we investigate the general problem of discovering recurrent patterns that are embedded in categorical sequences. An important real-world problem of this nature is mo...
Darya Chudova, Padhraic Smyth
VLSID
2007
IEEE
104views VLSI» more  VLSID 2007»
14 years 10 months ago
Customization of Register File Banking Architecture for Low Power
Register file banking is an effective alternative to monolithic register files in embedded processor based systems. In this work, we propose techniques for performing application s...
Rakesh Nalluri, Rohan Garg, Preeti Ranjan Panda