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All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models SimultaneouslyFisher, Aaron ; Rudin, Cynthia ; Dominici, FrancescaJournal of machine learning research, 2019-01, Vol.20 [Periódico revisado por pares]Texto completo disponível |
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CVXPY: A Python-Embedded Modeling Language for Convex OptimizationDiamond, Steven ; Boyd, StephenJournal of machine learning research, 2016-04, Vol.17 [Periódico revisado por pares]United StatesTexto completo disponível |
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The Open Images Dataset V4: Unified Image Classification, Object Detection, and Visual Relationship Detection at ScaleKuznetsova, Alina ; Rom, Hassan ; Alldrin, Neil ; Uijlings, Jasper ; Krasin, Ivan ; Pont-Tuset, Jordi ; Kamali, Shahab ; Popov, Stefan ; Malloci, Matteo ; Kolesnikov, Alexander ; Duerig, Tom ; Ferrari, VittorioInternational journal of computer vision, 2020-07, Vol.128 (7), p.1956-1981 [Periódico revisado por pares]New York: Springer USTexto completo disponível |
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A Survey on Deep Learning for Multimodal Data FusionGao, Jing ; Li, Peng ; Chen, Zhikui ; Zhang, JianingNeural computation, 2020-05, Vol.32 (5), p.829-864 [Periódico revisado por pares]One Rogers Street, Cambridge, MA 02142-1209, USA: MIT PressTexto completo disponível |
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Material Type: Artigo
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POT : Python Optimal TransportFlamary, Rémi ; Courty, Nicolas ; Gramfort, Alexandre ; Alaya, Mokhtar Zahdi ; Boisbunon, Aurélie ; Chambon, Stanislas ; Chapel, Laetitia ; Corenflos, Adrien ; Fatras, Kilian ; Fournier, Nemo ; Gautheron, Léo ; Gayraud, Nathalie T H ; Janati, Hicham ; Rakotomamonjy, Alain ; Redko, Ievgen ; Rolet, Antoine ; Schutz, Antony ; Seguy, Vivien ; Sutherland, Danica J ; Tavenard, Romain ; Tong, Alexander ; Vayer, TitouanJournal of machine learning research, 2021-01 [Periódico revisado por pares]Microtome PublishingTexto completo disponível |
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Material Type: Artigo
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A Review of Recurrent Neural Networks: LSTM Cells and Network ArchitecturesYu, Yong ; Si, Xiaosheng ; Hu, Changhua ; Zhang, JianxunNeural computation, 2019-07, Vol.31 (7), p.1235-1270 [Periódico revisado por pares]One Rogers Street, Cambridge, MA 02142-1209, USA: MIT PressTexto completo disponível |
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Material Type: Artigo
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On Markov chain Monte Carlo methods for tall dataBardenet, Rémi ; Doucet, Arnaud ; Holmes, ChrisJournal of machine learning research, 2017-05 [Periódico revisado por pares]Microtome PublishingTexto completo disponível |
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Material Type: Artigo
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Tslearn, A Machine Learning Toolkit for Time Series DataTavenard, Romain ; Faouzi, Johann ; Vandewiele, Gilles ; Divo, Felix ; Androz, Guillaume ; Holtz, Chester ; Payne, Marie ; Yurchak, Roman ; Russwurm, Marc ; Kolar, Kushal ; Woods, EliJournal of machine learning research, 2020-01, Vol.21, p.1-6 [Periódico revisado por pares]Microtome PublishingTexto completo disponível |
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Material Type: Artigo
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Open-Vocabulary Animal Keypoint Detection with Semantic-Feature MatchingZhang, Hao ; Xu, Lumin ; Lai, Shenqi ; Shao, Wenqi ; Zheng, Nanning ; Luo, Ping ; Qiao, Yu ; Zhang, KaipengInternational journal of computer vision, 2024-06 [Periódico revisado por pares]Texto completo disponível |
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Material Type: Artigo
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Data-Driven Sentence Simplification: Survey and BenchmarkAlva-Manchego, Fernando ; Scarton, Carolina ; Specia, LuciaComputational linguistics - Association for Computational Linguistics, 2020-03, Vol.46 (1), p.135-187 [Periódico revisado por pares]One Rogers Street, Cambridge, MA 02142-1209, USA: MIT PressTexto completo disponível |