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Found 599 Documents (Results 1–100)

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Minimum divergence methods in statistical machine learning. From an information geometric viewpoint. (English) Zbl 07486989

Tokyo: Springer (ISBN 978-4-431-56920-6/hbk; 978-4-431-56922-0/ebook). x, 221 p. (2022).
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Sampling in combinatorial and geometric set systems. (English) Zbl 1489.68003

Mathematical Surveys and Monographs 265. Providence, RI: American Mathematical Society (AMS) (ISBN 978-1-4704-6156-0/pbk; 978-1-4704-6873-6/ebook). xv, 251 p. (2022).
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Learning to solve geometric construction problems from images. (English) Zbl 1485.68271

Kamareddine, Fairouz (ed.) et al., Intelligent computer mathematics. 14th international conference, CICM 2021, Timisoara, Romania, July 26–31, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12833, 167-184 (2021).
MSC:  68U05 68T05 68T45
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Parametrisation independence of the natural gradient in overparametrised systems. (English) Zbl 07495273

Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 726-735 (2021).
MSC:  68T07 62B10
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Classification in the Siegel space for vectorial autoregressive data. (English) Zbl 1490.53021

Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 693-700 (2021).
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cCorrGAN: conditional correlation GAN for learning empirical conditional distributions in the elliptope. (English) Zbl 07495261

Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 613-620 (2021).
MSC:  68T05 15B52
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Categorical semantics of a simple differential programming language. (English) Zbl 1477.68262

Spivak, David I. (ed.) et al., Proceedings of the 3rd annual international applied category theory conference 2020, ACT 2020, Cambridge, USA, July 6–10, 2020. Waterloo: Open Publishing Association (OPA). Electron. Proc. Theor. Comput. Sci. (EPTCS) 333, 289-310 (2021).
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Reverse derivative ascent: a categorical approach to learning Boolean circuits. (English) Zbl 1477.68275

Spivak, David I. (ed.) et al., Proceedings of the 3rd annual international applied category theory conference 2020, ACT 2020, Cambridge, USA, July 6–10, 2020. Waterloo: Open Publishing Association (OPA). Electron. Proc. Theor. Comput. Sci. (EPTCS) 333, 247-260 (2021).
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Scale equivariant neural networks with morphological scale-spaces. (English) Zbl 1484.68304

Lindblad, Joakim (ed.) et al., Discrete geometry and mathematical morphology. First international joint conference, DGMM 2021, Uppsala, Sweden, May 24–27, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12708, 483-495 (2021).
MSC:  68U10 68T05 68U05
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On some associations between mathematical morphology and artificial intelligence. (English) Zbl 1484.68176

Lindblad, Joakim (ed.) et al., Discrete geometry and mathematical morphology. First international joint conference, DGMM 2021, Uppsala, Sweden, May 24–27, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12708, 457-469 (2021).
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Some open questions on morphological operators and representations in the deep learning era. A personal vision. (English) Zbl 1484.68267

Lindblad, Joakim (ed.) et al., Discrete geometry and mathematical morphology. First international joint conference, DGMM 2021, Uppsala, Sweden, May 24–27, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12708, 3-19 (2021).
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Kernel methods for surrogate modeling. (English) Zbl 07445319

Benner, Peter (ed.) et al., Model order reduction. Volume 1: System- and data-driven methods and algorithms. Berlin: De Gruyter. 311-353 (2021).
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Systems, patterns and data engineering with geometric calculi. Selected papers based on the presentations of the mini-symposium at ICIAM 2019, Valencia, Spain, July 16, 2019. (English) Zbl 1467.68012

SEMA SIMAI Springer Series. ICIAM 2019 SEMA SIMAI Springer Series 13. Cham: Springer (ISBN 978-3-030-74485-4/hbk; 978-3-030-74486-1/ebook). ix, 179 p. (2021).
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Tweaking the asymmetry of asymmetric-key cryptography on lattices: KEMs and signatures of smaller sizes. (English) Zbl 1486.94140

Kiayias, Aggelos (ed.) et al., Public-key cryptography – PKC 2020. 23rd IACR international conference on practice and theory of public-key cryptography, Edinburgh, UK, May 4–7, 2020. Proceedings. Part II. Cham: Springer. Lect. Notes Comput. Sci. 12111, 37-65 (2020).
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Combining machine and automata learning for network traffic classification. (English) Zbl 07316480

Barbosa, Luís Soares (ed.) et al., Topics in theoretical computer science. Third IFIP WG 1.8 international conference, TTCS 2020, Tehran, Iran, July 1–2, 2020. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12281, 17-31 (2020).
MSC:  68Qxx 68R10 68U05
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