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Semi-Supervised Classification Using Gaussian Processes
(2010-03-26)
Gaussian Processes (GPs) are promising Bayesian methods for classification and regression problems. They have also been used for semi-supervised classification tasks. In this thesis, we propose new algorithms for solving ...
Experimental Studies On A New Class Of Combinatorial LDPC Codes
(2009-06-05)
We implement a package for the construction of a new class of Low Density Parity Check (LDPC) codes based on a new random high girth graph construction technique, and study the performance of the codes so constructed on ...
Analysis And Design Of Image And Video Encryption Algorithms
(2009-03-19)
The rapid growth in multimedia based Internet systems and applications like
video telephony, video on demand, network based DVD recorders and IP
television has created a substantial need for ...
Efficient Bandwidth Constrained Routing Protocols For Communication Networks
(2007-10-24)
QoS routing is one of the major building blocks for supporting QoS in communication networks and, hence, a necessary component of future communication networks. Bandwidth- Constrained Routing Algorithm (BCRA) may help to ...
Scalable Low Power Issue Queue And Store Queue Design For Superscalar Processors
(2009-03-09)
A Large instruction window is a key requirement to exploit greater Instruction Level Parallelism in out-of-order superscalar processors. Along with the instruction window size, the size of various other structures including ...
A Static Slicing Tool for Sequential Java Programs
(2018-07-28)
A program slice consists of a subset of the statements of a program that can potentially affect values computed at some point of interest. Such a point of interest along with a set of variables is called a slicing criterion. ...
Integrating A New Cluster Assignment And Scheduling Algorithm Into An Experimental Retargetable Code Generation Framework
(2009-03-09)
This thesis presents a new unified algorithm for cluster assignment and acyclic region
scheduling in a partitioned architecture, and preliminary results on its integration into an experimental retargetable code generation ...
Checking Compatability of Programs on Shared Data
(2018-07-28)
A large software system is built by composing multiple programs, possibly developed independently. The component programs communicate by sharing data. Data sharing involves creation of instances of the shared data by one ...
Efficient Instrumentation for Object Flow Profiling
(2018-07-20)
Profiling techniques to detect performance bugs in applications are usually customized to detect a specific bug pattern and involve significant engineering effort. In spite of this effort, many techniques either suffer
from ...
Neural Models for Personalized Recommendation Systems with External Information
Personalized recommendation systems use the data generated by user-item interactions (for example, in the form of ratings) to predict different users interests in available items and recommend a set of items or products ...