message passing based algorithms
Collective Inference for Extraction MRFs Coupled with Symmetric Clique Potentials
... has message passing algorithms that solve the dual of an LP relaxation, including TRW-S (Kolmogorov, 2006), max-sum diffusion (Werner, 2009), and other convergent alternatives (Meltzer et ...
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Mining Distributed Frequent Itemset with Hadoop
... various algorithms the conclusion can be drawn such as when we use the most basic algorithm in distributed environment the complexity is high as well as message passing overhead is high as we move ...
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Reachability Analysis and Testing of Asynchronous Message-Passing Programs
... asynchronous message-passing programs based on any communi- cation scheme, including fully asynchronous, FIFO, and causal ...prototype based on BSRA and have carried out an empirical study by ...
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Transfer Learning For Message Passing Algorithm
... Machine learning usually refers to the changes in systems that perform tasks associated with artificial intelligence (AI). Such tasks involve recognition, diagnosis, planning, robot control, prediction, etc. The changes ...
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Fast and Robust Compressive Signal Reconstruction Via Approximate Message Passing and Denoising
... learning based approach is to use a standard image with red, green, and blue (RGB) components of the same scene as side information ...the algorithms mentioned above, they all need manual tuning of some ...
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Complete Convergence of Message Passing Algorithms for Some Satisfiability Problems
... popular message passing algorithm, when applied to satisfiable formulas drawn from a certain random distribution over satisfiable 3CNF formulas, commonly called the planted ...running message ...
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FPGA message passing cluster architectures
... the message passing parallel programming model and is concerned with how a hardware application microarchitecture interfaces with the synchronisation and data exchange services that need to be on the FPGA ...
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A Performance Evaluation of Distributed Algorithms on Shared Memory and Message Passing Middleware Platforms
... Figure 1 depicts several applications (the Duke images) interacting with two spaces [10]. Each application can write objects (called Entries) to a space, read objects from a space, and take objects from a space (take ...
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High dimensional macroeconomic forecasting using message passing algorithms
... Table 3 shows results based on this alternative specification of equation (38) for CPI inflation only. The left part of the table presents MSFE results, while the right panel presents log APLs. In this case it is ...
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Resource Management in Message Passing Environments
... evaluation algorithms are load values that can be received from the CODINE execd or an external load measurement compo- ...application based on the message passing paradigm and uses the ...
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Message-Passing Algorithms for Quadratic Minimization
... As was the case for quadratic minimization, convexity of the objective function f G does not necessarily guarantee convexity of the objective function f H for every finite cover H of G. Recall that the existence of graph ...
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DeadDrop: Message Passing Without Metadata Leakage
... a message, providing it to the server as encrypted binary ...corresponding message in the ...given message by ID number, which is returned alongside a signed hash computed by the ...
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An algorithm for MD5 single-block collision attack using high-performance computing cluster
... Abstract. The parallel algorithm and its implementation for performing a single-block collision attack on MD5 are described. The algorithm is implemented as MPI program based upon the source code of Dr Marc ...
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Perturbed Message Passing for Constraint Satisfaction Problems
... use message passing methods to solve CSPs, and introduced a novel approach, Perturbed BP, that combines BP and GS in order to sample from the set of ...
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A Message Passing Control Structure for Text Understanding
... A MESSAGE PASSING CONTROL STRUCTURE FOR TEXT UNDERSTANDING COLING 82, J Horeck~ (ed ) North Holland Publishing Company ? Academia, 1982 A MESSAGE PASSING CONTROL STRUCTURE FOR TEXT UNDERSTANDING Brian[.] ...
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Message Passing: From Parallel Computing to the Grid
... specification. So what do we have left if we throw away XML for the implementation? We certainly have a human readable interoperable interface specification but there is more which we can illustrate by audio-video ...
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Parallel functional programming for message passing multiprocessors
... Compilation rules like those of the previous chapter allow us, in principle, to exploit the maximal parallelism implicit in a functional program, starting new threads whenever the opportunity arises. As pointed out in ...
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Integration of Fixed and Mobile Infrastructure for Message Passing in Oppnets.pdf
... the message moves horizontally right and the second part deals the situation when it moves vertically ...the message is currently taken to the (i,j) th grid in the ladder by a vertical ferry moving in the ...
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Uniqueness Typing for Resource Management in Message Passing Concurrency
... We view channels as the main form of resources in a message-passing programming paradigm. These channels need to be carefully managed in settings where resources are scarce. To study this problem, we extend ...
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Uniqueness Typing for Resource Management in Message Passing Concurrency
... We view channels as the main form of resources in a message-passing programming paradigm. These channels need to be carefully managed in settings where resources are scarce. To study this problem, we extend ...
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