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Multimodal Bond Reconstruction toward Generative Molecular Design. [PDF]
J Chem Inf ModelWang J, Dokholyan NV.
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A message passing algorithm for active contours
2008 IEEE International Conference on Acoustics, Speech and Signal Processing, 2008Many important early vision techniques, such as active contours (ACs), can be formulated as energy minimization. However, finding global optimum (minimum energy) configurations is often computationally intractable. Approximate solutions obtained using iterative numerical methods may be ill-conditioned, and exhibit poor convergence and inaccuracy due to
Ahmed Kirmani +3 more
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A message passing algorithm for haplotype assembly
2013 Asilomar Conference on Signals, Systems and Computers, 2013Homologous chromosome pairs have similar DNA sequences and encode the same type of information but are not identical. The most common form of variations between them are the so-called single nucleotide polymorphisms (SNPs), where two chromosomes in a homologous pair differ at individual corresponding positions.
Zrinka Puljiz, Haris Vikalo
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Analysis of approximate message passing algorithm
2010 44th Annual Conference on Information Sciences and Systems (CISS), 2010Finding fast recovery algorithms is a problem of significant interest in compressed sensing. In many applications, extremely large problem sizes are envisioned, with at least tens of thousands of equations and hundreds of thousands of unknowns. The interior point methods for solving the best studied algorithm -l 1 minimization- are very slow and hence
Arian Maleki, Andrea Montanari
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Weighted message passing algorithm for SCMA
2015 International Conference on Wireless Communications & Signal Processing (WCSP), 2015Sparse code multiple access (SCMA) is a new frequency domain non-orthogonal multiple-access technique which can make full use of limited spectrum resources in wireless communication system. In SCMA, multiple users share the same time-frequency resources of orthogonal frequency division multiple access (OFDMA).
Dacheng Wei +3 more
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Proceedings of the forty-second ACM symposium on Theory of computing, 2010
Message passing algorithms have emerged as a powerful heuristic for addressing hard problems in a variety of applied fields. Interesting and successful examples can be found in domain as diverse as coding and communications, signal processing, artificial intelligence, game theory, high-dimensional statistics.At least four reasons can be found for this ...
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Message passing algorithms have emerged as a powerful heuristic for addressing hard problems in a variety of applied fields. Interesting and successful examples can be found in domain as diverse as coding and communications, signal processing, artificial intelligence, game theory, high-dimensional statistics.At least four reasons can be found for this ...
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Message-passing algorithms for link monitoring
2012 International Symposium on Wireless Communication Systems (ISWCS), 2012Given the high uncertainty in the dynamics of Wireless Sensor Networks (WSN), it is essential to monitor the Quality-of-Service metrics in order to find the links with poor characteristics. This would allow to implement fault-tolerant protocols to reroute the control packets and avoid zones with untrusted links.
Giancarlo Pastor +3 more
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