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@proceedings{DBLP:conf/spigl/2020, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-77957-3}, doi = {10.1007/978-3-030-77957-3}, isbn = {978-3-030-77956-6}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/Barbaresco20, author = {Fr{\'{e}}d{\'{e}}ric Barbaresco}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Jean-Marie Souriau's Symplectic Model of Statistical Physics: Seminal Papers on Lie Groups Thermodynamics - Quod Erat Demonstrandum}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {12--50}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_2}, doi = {10.1007/978-3-030-77957-3\_2}, timestamp = {Fri, 27 Aug 2021 15:19:53 +0200}, biburl = {https://dblp.org/rec/conf/spigl/Barbaresco20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/Barbaresco20a, author = {Fr{\'{e}}d{\'{e}}ric Barbaresco}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Souriau-Casimir Lie Groups Thermodynamics and Machine Learning}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {53--83}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_3}, doi = {10.1007/978-3-030-77957-3\_3}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/Barbaresco20a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/Barp20, author = {Alessandro Barp}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Geometric Integration of Measure-Preserving Flows for Sampling}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {345--355}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_18}, doi = {10.1007/978-3-030-77957-3\_18}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/Barp20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/Boyom20, author = {Michel Nguiffo Boyom}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Relevant Differential Topology in Statistical Manifolds}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {154--178}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_9}, doi = {10.1007/978-3-030-77957-3\_9}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/Boyom20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/ChevallierG20, author = {Emmanuel Chevallier and Nicolas Guigui}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Wrapped Statistical Models on Manifolds: Motivations, The Case SE(n), and Generalization to Symmetric Spaces}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {96--106}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_5}, doi = {10.1007/978-3-030-77957-3\_5}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/ChevallierG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/ChinestaCGMPS20, author = {Francisco Chinesta and El{\'{\i}}as Cueto and Miroslav Grmela and Beatriz Moya and Michal Pavelka and Martin S{\'{\i}}pka}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Learning Physics from Data: {A} Thermodynamic Interpretation}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {276--297}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_14}, doi = {10.1007/978-3-030-77957-3\_14}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/ChinestaCGMPS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/FradiAS20, author = {Anis Fradi and Ines Adouani and Chafik Samir}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical {HMC} Sampling}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {356--373}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_19}, doi = {10.1007/978-3-030-77957-3\_19}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/FradiAS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/Francoise20, author = {Jean{-}Pierre Fran{\c{c}}oise}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Information Geometry and Integrable Hamiltonian Systems}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {141--153}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_8}, doi = {10.1007/978-3-030-77957-3\_8}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/Francoise20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/GeraldZH20, author = {Thomas Gerald and Hadi Zaatiti and Hatem Hajri}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {A Practical Hands-on for Learning Graph Data Communities on Manifolds}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {428--459}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_21}, doi = {10.1007/978-3-030-77957-3\_21}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/GeraldZH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/Grosvenor20, author = {Kevin T. Grosvenor}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Information Geometry and Quantum Fields}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {330--341}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_17}, doi = {10.1007/978-3-030-77957-3\_17}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/Grosvenor20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/Huntsman20, author = {Steve Huntsman}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Sampling and Statistical Physics via Symmetry}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {374--427}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_20}, doi = {10.1007/978-3-030-77957-3\_20}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/Huntsman20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/LeT20, author = {H{\^{o}}ng V{\^{a}}n L{\^{e}} and Alexey A. Tuzhilin}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Nonparametric Estimations and the Diffeological Fisher Metric}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {120--138}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_7}, doi = {10.1007/978-3-030-77957-3\_7}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/LeT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/MasiSVM20, author = {Filippo Masi and Ioannis Stefanou and Paolo Vannucci and Victor Maffi{-}Berthier}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Material Modeling via Thermodynamics-Based Artificial Neural Networks}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {308--329}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_16}, doi = {10.1007/978-3-030-77957-3\_16}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/MasiSVM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/NielsenH20, author = {Frank Nielsen and Ga{\"{e}}tan Hadjeres}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Quasiconvex Jensen Divergences and Quasiconvex Bregman Divergences}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {196--218}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_11}, doi = {10.1007/978-3-030-77957-3\_11}, timestamp = {Wed, 01 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/NielsenH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/Pistone20, author = {Giovanni Pistone}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {A Lecture About the Use of Orlicz Spaces in Information Geometry}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {179--195}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_10}, doi = {10.1007/978-3-030-77957-3\_10}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/Pistone20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/Saxce20, author = {G{\'{e}}ry de Saxc{\'{e}}}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Galilean Thermodynamics of Continua}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {107--119}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_6}, doi = {10.1007/978-3-030-77957-3\_6}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/Saxce20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/SaxceM20, author = {G{\'{e}}ry de Saxc{\'{e}} and Charles{-}Michel Marle}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Structure des Syst{\`{e}}mes Dynamiques Jean-Marie Souriau's Book 50th Birthday}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {3--11}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_1}, doi = {10.1007/978-3-030-77957-3\_1}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/SaxceM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/SimoesDVL20, author = {Alexandre Anahory Simoes and David Mart{\'{\i}}n de Diego and Manuel Lainz Valc{\'{a}}zar and Manuel de Le{\'{o}}n}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {The Geometry of Some Thermodynamic Systems}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {247--275}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_13}, doi = {10.1007/978-3-030-77957-3\_13}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/SimoesDVL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/TerzePAZ20, author = {Zdravko Terze and Viktor Pandza and Marijan Andric and Dario Zlatar}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Computational Dynamics of Reduced Coupled Multibody-Fluid System in Lie Group Setting}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {298--307}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_15}, doi = {10.1007/978-3-030-77957-3\_15}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/TerzePAZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/TojoY20, author = {Koichi Tojo and Taro Yoshino}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {An Exponential Family on the Upper Half Plane and Its Conjugate Prior}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {84--95}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_4}, doi = {10.1007/978-3-030-77957-3\_4}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/TojoY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spigl/YoshimuraG20, author = {Hiroaki Yoshimura and Fran{\c{c}}ois Gay{-}Balmaz}, editor = {Fr{\'{e}}d{\'{e}}ric Barbaresco and Frank Nielsen}, title = {Dirac Structures and Variational Formulation of Thermodynamics for Open Systems}, booktitle = {Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31}, volume = {361}, pages = {221--246}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-77957-3\_12}, doi = {10.1007/978-3-030-77957-3\_12}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spigl/YoshimuraG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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