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Cluster Identification : Topic Models, Matrix Factorization And Concept Association Networks
(2013-09-17)
The problem of identifying clusters arising in the context of topic models and related approaches is important in the area of machine learning. The problem concerning traversals on Concept Association Networks is of great ...
Compiler Transformations For Improving The Performance Of Software Transactional Memory
(2013-03-27)
Expressing synchronization using traditional lock based primitives has been found to be both error-prone and restrictive. Hence there has been considerable research work to develop scalable and programmer-friendly alternatives ...
Generalizations Of The Popular Matching Problem
(2013-07-02)
Matching problems arise in several real-world scenarios like assigning posts to applicants, houses to trainees and room-mates to one another. In this thesis we consider the bipartite matching problem where one side of the ...
Sparse Multiclass And Multi-Label Classifier Design For Faster Inference
(2013-06-20)
Many real-world problems like hand-written digit recognition or semantic scene classification are treated as multiclass or multi-label classification prob-lems. Solutions to these problems using support vector machines (SVMs) ...
Low Power Test Methodology For SoCs : Solutions For Peak Power Minimization
(2013-09-13)
Power dissipated during scan testing is becoming increasingly important for today’s very complex sequential circuits. It is shown that the power dissipated during test mode operation is in general higher than the power ...
On The Complexity Of Grobner Basis And Border Basis Detection
(2013-06-14)
The theory of Grobner bases has garnered the interests of a large number of researchers in computational algebra due to its applications not only in mathematics but also in areas like control systems, robotics, cryptography ...
On A Cubic Sieve Congruence Related To The Discrete Logarithm Problem
(2013-05-21)
There has been a rapid increase interest in computational number theory ever since the invention of public-key cryptography. Various attempts to solve the underlying hard problems behind public-key cryptosystems has led ...