Results 11 to 20 of about 154,069 (338)
TuckER: Tensor Factorization for Knowledge Graph Completion [PDF]
Conference on Empirical Methods in Natural Language Processing, 2019 Knowledge graphs are structured representations of real world facts. However, they typically contain only a small subset of all possible facts. Link prediction is a task of inferring missing facts based on existing ones.
Ivana Balazevic +2 more
semanticscholar +1 more source
A method of factoring and the factorization of 𝐹₇ [PDF]
Mathematics of Computation, 1975 The continued fraction method for factoring integers, which was introduced by D. H. Lehmer and R. E. Powers, is discussed along with its computer implementation. The power of the method is demonstrated by the factorization of the seventh Fermat number F 7 {F_7} and other large numbers of interest.
Michael A. Morrison, John Brillhart
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On Factorizable Semihypergroups
Mathematics, 2020 In this paper, we define and study the concept of the factorizable semihypergroup, i.e., a semihypergroup that can be written as a hyperproduct of two proper sub-semihypergroups. We consider some classes of semihypergroups such as regular semihypergroups,
Dariush Heidari, Irina Cristea
doaj +1 more source
Secure Federated Matrix Factorization [PDF]
IEEE Intelligent Systems, 2019 To protect user privacy and meet law regulations, federated (machine) learning is obtaining vast interests in recent years. The key principle of federated learning is training a machine learning model without needing to know each user’s personal raw ...
Di Chai, Leye Wang, Kai Chen, Qiang Yang
semanticscholar +1 more source
, 2020 Factorization -- a simple form of standardization -- is concerned with reduction strategies, i.e. how a result is computed. We present a new technique for proving factorization theorems for compound rewriting systems in a modular way, which is inspired by the Hindley-Rosen technique for confluence.
Accattoli, Beniamino +2 more
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Factorization properties and generalization of multipliers in module actions [PDF]
Journal of Hyperstructures, 2015 In this paper, We establish some necessary and sufficient conditions for relationships between the topological centers of module actions and factorization properties of them and we give a new definition for multiplier in module actions with some results.
Kazem Haghnejad Azar
doaj +1 more source
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks [PDF]
International Joint Conference on Artificial Intelligence, 2017 Factorization Machines (FMs) are a supervised learning approach that enhances the linear regression model by incorporating the second-order feature interactions.
Jun Xiao +5 more
semanticscholar +1 more source
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec [PDF]
Web Search and Data Mining, 2017 Since the invention of word2vec, the skip-gram model has significantly advanced the research of network embedding, such as the recent emergence of the DeepWalk, LINE, PTE, and node2vec approaches.
J. Qiu +5 more
semanticscholar +1 more source
IEEE Transactions on Quantum Engineering, 2021 Experimental demonstrations of quantum annealing with “native” implementation of Boolean logic Hamiltonians are reported. As a superconducting integrated circuit, a problem Hamiltonian whose set of ground states is consistent with a given ...
Daisuke Saida +6 more
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Elementary theory of cubics and quartics
Lietuvos Matematikos Rinkinys, 2017 It is proved that cubic and quartic equations in real numbers can be solved elementarily, avoiding complex numbers and derivatives. Corresponding algorithms are presented.
Juozas Juvencijus Mačys
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