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» A Decomposition Technique for Max-CSP
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ICML
2009
IEEE
14 years 9 months ago
On sampling-based approximate spectral decomposition
This paper addresses the problem of approximate singular value decomposition of large dense matrices that arises naturally in many machine learning applications. We discuss two re...
Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar
NFM
2011
264views Formal Methods» more  NFM 2011»
13 years 3 months ago
Applying Atomicity and Model Decomposition to a Space Craft System in Event-B
Abstract. Event-B is a formal method for modeling and verifying consistency of systems. In formal methods such as Event-B, refinement is the process of enriching or modifying an a...
Asieh Salehi Fathabadi, Abdolbaghi Rezazadeh, Mich...
ICMCS
2006
IEEE
104views Multimedia» more  ICMCS 2006»
14 years 2 months ago
Tensor-Based Multiple Object Trajectory Indexing and Retrieval
This paper presents novel tensor-based object trajectory modelling techniques for simultaneous representation of multiple objects motion trajectories in a content based indexing a...
Xiang Ma, Faisal I. Bashir, Ashfaq A. Khokhar, Dan...
PERCOM
2008
ACM
14 years 8 months ago
Structured decomposition of adaptive applications
We describe an approach to automate certain highlevel implementation decisions in a pervasive application, allowing them to be postponed until run time. Our system enables a model...
Justin Mazzola Paluska, Hubert Pham, Umar Saif, Gr...
CISIM
2008
IEEE
14 years 3 months ago
Tensor Decomposition for 3D Bars Problem
In this paper, we compare performance of several dimension reduction techniques, namely SVD, NMF and SDD.The qualitative comparison is evaluated on a collection of bars. We compare...
Jan Platos, Jana Kocibova, Pavel Krömer, Pave...