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pro vyhledávání: '"Chanthirasegaran, Pankajan"'
Combining abstract, symbolic reasoning with continuous neural reasoning is a grand challenge of representation learning. As a step in this direction, we propose a new architecture, called neural equivalence networks, for the problem of learning conti
Externí odkaz:
http://arxiv.org/abs/1611.01423
Autor:
Fowkes, Jaroslav, Chanthirasegaran, Pankajan, Ranca, Razvan, Allamanis, Miltiadis, Lapata, Mirella, Sutton, Charles
Developers spend much of their time reading and browsing source code, raising new opportunities for summarization methods. Indeed, modern code editors provide code folding, which allows one to selectively hide blocks of code. However this is impracti
Externí odkaz:
http://arxiv.org/abs/1403.4503
Publikováno v:
Allamanis, M, Chanthirasegaran, P, Kohli, P & Sutton, C 2017, Learning Continuous Semantic Representations of Symbolic Expressions . in The 34th International Conference on Machine Learning (ICML 2017) . vol. 70, Proceedings of Machine Learning Research, vol. 70, Sydney, Australia, pp. 80-88, 34th International Conference on Machine Learning (ICML), 2017, Sydney, Australia, 6/08/17 . < http://proceedings.mlr.press/v70/allamanis17a.html >
Combining abstract, symbolic reasoning with continuous neural reasoning is a grand challenge of representation learning. As a step in this direction, we propose a new architecture, called neural equivalence networks, for the problem of learning conti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3094::15d4762e136c3b06ee9c5a9d71d502cf
https://hdl.handle.net/20.500.11820/8abc51c0-f527-4f69-bc73-ee6999c5b5cb
https://hdl.handle.net/20.500.11820/8abc51c0-f527-4f69-bc73-ee6999c5b5cb
Akademický článek
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Autor:
Fowkes, Jaroslav, Allamanis, Miltiadis, Chanthirasegaran, Pankajan, Lapata, Mirella, Ranca, Razvan, Sutton, Charles
Publikováno v:
Proceedings of the 38th International Conference on Software Engineering Companion; 2016, p649-652, 4p
Autor:
Udalagama, Samitha, Sahabandu, Lumini, Samarkoon, Lasantha, Fernando, Dinuni, Chanthirasegaran, Pankajan, Udana, Sahan, Asanga, Dilini, Fernando, Chandima, Keppetiyagama, Chamath, Ranasinghe, Chaminda
Publikováno v:
International Conference on Advances in ICT for Emerging Regions (ICTer2012); 1/ 1/2012, p224-224, 1p