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pro vyhledávání: '"Noorshams, Nima"'
Autor:
Yang, Liu, Paischer, Fabian, Hassani, Kaveh, Li, Jiacheng, Shao, Shuai, Li, Zhang Gabriel, He, Yun, Feng, Xue, Noorshams, Nima, Park, Sem, Long, Bo, Nowak, Robert D, Gao, Xiaoli, Eghbalzadeh, Hamid
Sequential dense retrieval models utilize advanced sequence learning techniques to compute item and user representations, which are then used to rank relevant items for a user through inner product computation between the user and all item representa
Externí odkaz:
http://arxiv.org/abs/2411.18814
Since its inception, Facebook has become an integral part of the online social community. People rely on Facebook to make connections with others and build communities. As a result, it is paramount to protect the integrity of such a rapidly growing n
Externí odkaz:
http://arxiv.org/abs/2002.07917
Autor:
Noorshams, Nima, Iyengar, Aravind
Low-density parity-check codes, a class of capacity-approaching linear codes, are particularly recognized for their efficient decoding scheme. The decoding scheme, known as the sum-product, is an iterative algorithm consisting of passing messages bet
Externí odkaz:
http://arxiv.org/abs/1405.6353
Autor:
Noorshams, Nima, Wainwright, Martin
Publikováno v:
N. Noorshams, M. J. Wainwright, "Non-Asymptotic Analysis of an Optimal Algorithm for Network-Constrained Averaging with Noisy Links", IEEE journal of selected topics in signal processing, vol. 5, no. 4, pp. 833-844, Aug. 2011
The problem of network-constrained averaging is to compute the average of a set of values distributed throughout a graph G using an algorithm that can pass messages only along graph edges. We study this problem in the noisy setting, in which the comm
Externí odkaz:
http://arxiv.org/abs/1302.2129
Autor:
Noorshams, Nima, Wainwright, Martin J.
The sum-product or belief propagation (BP) algorithm is a widely used message-passing technique for computing approximate marginals in graphical models. We introduce a new technique, called stochastic orthogonal series message-passing (SOSMP), for co
Externí odkaz:
http://arxiv.org/abs/1212.3850
Autor:
Noorshams, Nima, Wainwright, Martin J.
The sum-product or belief propagation (BP) algorithm is a widely-used message-passing algorithm for computing marginal distributions in graphical models with discrete variables. At the core of the BP message updates, when applied to a graphical model
Externí odkaz:
http://arxiv.org/abs/1111.1020
Autor:
Noorshams, Nima
Publikováno v:
Noorshams, Nima. (2013). Low-Complexity Message-Passing Algorithms for Distributed Computation. UC Berkeley: Electrical Engineering & Computer Sciences. Retrieved from: http://www.escholarship.org/uc/item/7jw84172
Central to many statistical inference problems is the computation ofsome quantities defined over variables that can be fruitfully modeledin terms of graphs. Examples of such quantities include marginaldistributions over graphical models and empirical
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______325::2e09782814e4d012da4261d0f99349da
http://www.escholarship.org/uc/item/7jw84172
http://www.escholarship.org/uc/item/7jw84172
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