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BibTeX records: Christopher M. Bishop
@book{DBLP:books/sp/BishopB24, author = {Christopher M. Bishop and Hugh Bishop}, title = {Deep Learning - Foundations and Concepts}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-45468-4}, doi = {10.1007/978-3-031-45468-4}, isbn = {978-3-031-45467-7}, timestamp = {Fri, 03 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/sp/BishopB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ShalemBGB14, author = {Bar Shalem and Yoram Bachrach and John Guiver and Christopher M. Bishop}, editor = {Toon Calders and Floriana Esposito and Eyke H{\"{u}}llermeier and Rosa Meo}, title = {Students, Teachers, Exams and MOOCs: Predicting and Optimizing Attainment in Web-Based Education Using a Probabilistic Graphical Model}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {8726}, pages = {82--97}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44845-8\_6}, doi = {10.1007/978-3-662-44845-8\_6}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/ShalemBGB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/crc/chb/JordanB14, author = {Michael I. Jordan and Christopher M. Bishop}, editor = {Teofilo F. Gonzalez and Jorge Diaz{-}Herrera and Allen Tucker}, title = {Neural Networks}, booktitle = {Computing Handbook, Third Edition: Computer Science and Software Engineering}, pages = {42: 1--24}, publisher = {{CRC} Press}, year = {2014}, timestamp = {Tue, 17 Jun 2014 14:00:46 +0200}, biburl = {https://dblp.org/rec/books/crc/chb/JordanB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/LazicBW13, author = {Nevena Lazic and Christopher M. Bishop and John M. Winn}, title = {Structural Expectation Propagation {(SEP):} Bayesian structure learning for networks with latent variables}, booktitle = {Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA, April 29 - May 1, 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {31}, pages = {379--387}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v31/lazic13a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/LazicBW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-3838, author = {Christopher M. Bishop and Michael E. Tipping}, title = {Variational Relevance Vector Machines}, journal = {CoRR}, volume = {abs/1301.3838}, year = {2013}, url = {http://arxiv.org/abs/1301.3838}, eprinttype = {arXiv}, eprint = {1301.3838}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3838.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-7393, author = {Neil D. Lawrence and Christopher M. Bishop and Michael I. Jordan}, title = {Mixture Representations for Inference and Learning in Boltzmann Machines}, journal = {CoRR}, volume = {abs/1301.7393}, year = {2013}, url = {http://arxiv.org/abs/1301.7393}, eprinttype = {arXiv}, eprint = {1301.7393}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-7393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1212-2447, author = {Christopher M. Bishop and Markus Svens{\'{e}}n}, title = {Bayesian Hierarchical Mixtures of Experts}, journal = {CoRR}, volume = {abs/1212.2447}, year = {2012}, url = {http://arxiv.org/abs/1212.2447}, eprinttype = {arXiv}, eprint = {1212.2447}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-2447.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/Bishop11, author = {Christopher M. Bishop}, editor = {Dimitrios Gunopulos and Thomas Hofmann and Donato Malerba and Michalis Vazirgiannis}, title = {Embracing Uncertainty: Applied Machine Learning Comes of Age}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6911}, pages = {4}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23780-5\_3}, doi = {10.1007/978-3-642-23780-5\_3}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/Bishop11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kes/Bishop10, author = {Christopher M. Bishop}, editor = {Rossitza Setchi and Ivan Jordanov and Robert J. Howlett and Lakhmi C. Jain}, title = {Embracing Uncertainty: The New Machine Intelligence}, booktitle = {Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, {KES} 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6276}, pages = {3}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15387-7\_3}, doi = {10.1007/978-3-642-15387-7\_3}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/kes/Bishop10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/ms/4paradigm2009/BuchanWB09, author = {Iain E. Buchan and John M. Winn and Christopher M. Bishop}, editor = {Tony Hey and Stewart Tansley and Kristin M. Tolle}, title = {A unified modeling approach to data-intensive healthcare}, booktitle = {The Fourth Paradigm: Data-Intensive Scientific Discovery}, pages = {91--97}, publisher = {Microsoft Research}, year = {2009}, url = {http://research.microsoft.com/en-us/collaboration/fourthparadigm/4th\_paradigm\_book\_part2\_buchan.pdf}, timestamp = {Thu, 22 Sep 2011 19:32:10 +0200}, biburl = {https://dblp.org/rec/books/ms/4paradigm2009/BuchanWB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wcci/Bishop08, author = {Christopher M. Bishop}, editor = {Jacek M. Zurada and Gary G. Yen and Jun Wang}, title = {A New Framework for Machine Learning}, booktitle = {Computational Intelligence: Research Frontiers, {IEEE} World Congress on Computational Intelligence, {WCCI} 2008, Hong Kong, China, June 1-6, 2008, Plenary/Invited Lectures}, series = {Lecture Notes in Computer Science}, volume = {5050}, pages = {1--24}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-68860-0\_1}, doi = {10.1007/978-3-540-68860-0\_1}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/wcci/Bishop08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/lib/Bishop07, author = {Christopher M. Bishop}, title = {Pattern recognition and machine learning, 5th Edition}, series = {Information science and statistics}, publisher = {Springer}, year = {2007}, url = {https://www.worldcat.org/oclc/71008143}, isbn = {9780387310732}, timestamp = {Fri, 17 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/lib/Bishop07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jei/BishopN07, author = {Christopher M. Bishop and Nasser M. Nasrabadi}, title = {\emph{Pattern Recognition and Machine Learning}}, journal = {J. Electronic Imaging}, volume = {16}, number = {4}, pages = {049901}, year = {2007}, url = {https://doi.org/10.1117/1.2819119}, doi = {10.1117/1.2819119}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jei/BishopN07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/clor/UlusoyB06, author = {Ilkay Ulusoy and Christopher M. Bishop}, editor = {Jean Ponce and Martial Hebert and Cordelia Schmid and Andrew Zisserman}, title = {Comparison of Generative and Discriminative Techniques for Object Detection and Classification}, booktitle = {Toward Category-Level Object Recognition}, series = {Lecture Notes in Computer Science}, volume = {4170}, pages = {173--195}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11957959\_9}, doi = {10.1007/11957959\_9}, timestamp = {Tue, 14 May 2019 10:00:40 +0200}, biburl = {https://dblp.org/rec/conf/clor/UlusoyB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LasserreBM06, author = {Julia A. Lasserre and Christopher M. Bishop and Thomas P. Minka}, title = {Principled Hybrids of Generative and Discriminative Models}, booktitle = {2006 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}}, pages = {87--94}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/CVPR.2006.227}, doi = {10.1109/CVPR.2006.227}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LasserreBM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/SvensenB05, author = {Markus Svens{\'{e}}n and Christopher M. Bishop}, title = {Robust Bayesian mixture modelling}, journal = {Neurocomputing}, volume = {64}, pages = {235--252}, year = {2005}, url = {https://doi.org/10.1016/j.neucom.2004.11.018}, doi = {10.1016/J.NEUCOM.2004.11.018}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/SvensenB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/WinnB05, author = {John M. Winn and Christopher M. Bishop}, title = {Variational Message Passing}, journal = {J. Mach. Learn. Res.}, volume = {6}, pages = {661--694}, year = {2005}, url = {http://jmlr.org/papers/v6/winn05a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/WinnB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/UlusoyB05, author = {Ilkay Ulusoy and Christopher M. Bishop}, title = {Generative versus Discriminative Methods for Object Recognition}, booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}}, pages = {258--265}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/CVPR.2005.167}, doi = {10.1109/CVPR.2005.167}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/UlusoyB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcw/EveringhamZWGABCDDDDEFFGGJKKLLLMNSSSSSSTUVZ05, author = {Mark Everingham and Andrew Zisserman and Christopher K. I. Williams and Luc Van Gool and Moray Allan and Christopher M. Bishop and Olivier Chapelle and Navneet Dalal and Thomas Deselaers and Gyuri Dork{\'{o}} and Stefan Duffner and Jan Eichhorn and Jason D. R. Farquhar and Mario Fritz and Christophe Garcia and Tom Griffiths and Fr{\'{e}}d{\'{e}}ric Jurie and Daniel Keysers and Markus Koskela and Jorma Laaksonen and Diane Larlus and Bastian Leibe and Hongying Meng and Hermann Ney and Bernt Schiele and Cordelia Schmid and Edgar Seemann and John Shawe{-}Taylor and Amos J. Storkey and S{\'{a}}ndor Szedm{\'{a}}k and Bill Triggs and Ilkay Ulusoy and Ville Viitaniemi and Jianguo Zhang}, editor = {Joaquin Qui{\~{n}}onero Candela and Ido Dagan and Bernardo Magnini and Florence d'Alch{\'{e}}{-}Buc}, title = {The 2005 {PASCAL} Visual Object Classes Challenge}, booktitle = {Machine Learning Challenges, Evaluating Predictive Uncertainty, Visual Object Classification and Recognizing Textual Entailment, First {PASCAL} Machine Learning Challenges Workshop, {MLCW} 2005, Southampton, UK, April 11-13, 2005, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {3944}, pages = {117--176}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11736790\_8}, doi = {10.1007/11736790\_8}, timestamp = {Mon, 01 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcw/EveringhamZWGABCDDDDEFFGGJKKLLLMNSSSSSSTUVZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsmml/BishopU04, author = {Christopher M. Bishop and Ilkay Ulusoy}, editor = {Joab R. Winkler and Mahesan Niranjan and Neil D. Lawrence}, title = {Object Recognition via Local Patch Labelling}, booktitle = {Deterministic and Statistical Methods in Machine Learning, First International Workshop, Sheffield, UK, September 7-10, 2004, Revised Lectures}, series = {Lecture Notes in Computer Science}, volume = {3635}, pages = {1--21}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/11559887\_1}, doi = {10.1007/11559887\_1}, timestamp = {Thu, 26 Mar 2020 08:49:01 +0100}, biburl = {https://dblp.org/rec/conf/dsmml/BishopU04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/BishopS04, author = {Christopher M. Bishop and Markus Svens{\'{e}}n}, title = {Robust Bayesian Mixture Modelling}, booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004, Bruges, Belgium, April 28-30, 2004, Proceedings}, pages = {69--74}, year = {2004}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-13.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/BishopS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icfhr/KrishnapuramBS04, author = {Balaji Krishnapuram and Christopher M. Bishop and Martin Szummer}, title = {Generative models and Bayesian model comparison for shape recognition}, booktitle = {Ninth International Workshop on Frontiers in Handwriting Recognition, {IWFHR-9} 2004, Kokubunji, Tokyo, Japan, October 26-29, 2004}, pages = {20--25}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/IWFHR.2004.46}, doi = {10.1109/IWFHR.2004.46}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icfhr/KrishnapuramBS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icfhr/BishopSH04, author = {Christopher M. Bishop and Markus Svens{\'{e}}n and Geoffrey E. Hinton}, title = {Distinguishing text from graphics in on-line handwritten ink}, booktitle = {Ninth International Workshop on Frontiers in Handwriting Recognition, {IWFHR-9} 2004, Kokubunji, Tokyo, Japan, October 26-29, 2004}, pages = {142--147}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/IWFHR.2004.34}, doi = {10.1109/IWFHR.2004.34}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icfhr/BishopSH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/BishopBM03, author = {Christopher M. Bishop and Andrew Blake and Bhaskara Marthi}, editor = {Christopher M. Bishop and Brendan J. Frey}, title = {Super-resolution Enhancement of Video}, booktitle = {Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2003, Key West, Florida, USA, January 3-6, 2003}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2003}, url = {http://research.microsoft.com/en-us/um/cambridge/events/aistats2003/proceedings/152.pdf}, timestamp = {Fri, 16 Mar 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aistats/BishopBM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/BishopW03, author = {Christopher M. Bishop and John M. Winn}, editor = {Christopher M. Bishop and Brendan J. Frey}, title = {Structured Variational Distributions in {VIBES}}, booktitle = {Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2003, Key West, Florida, USA, January 3-6, 2003}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2003}, url = {http://research.microsoft.com/en-us/um/cambridge/events/aistats2003/proceedings/187.pdf}, timestamp = {Wed, 06 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/BishopW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BishopS03, author = {Christopher M. Bishop and Markus Svens{\'{e}}n}, editor = {Christopher Meek and Uffe Kj{\ae}rulff}, title = {Bayesian Hierarchical Mixtures of Experts}, booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial Intelligence, Acapulco, Mexico, August 7-10 2003}, pages = {57--64}, publisher = {Morgan Kaufmann}, year = {2003}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=913\&\#38;proceeding\_id=19}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BishopS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/aistats/2003, editor = {Christopher M. Bishop and Brendan J. Frey}, title = {Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2003, Key West, Florida, USA, January 3-6, 2003}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2003}, url = {http://research.microsoft.com/conferences/aistats2003/}, isbn = {0-9727358-0-1}, timestamp = {Wed, 06 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/2003.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BishopSW02, author = {Christopher M. Bishop and David J. Spiegelhalter and John M. Winn}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {{VIBES:} {A} Variational Inference Engine for Bayesian Networks}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {777--784}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/9978b7063e297d84bb2ac8e46c1c845f-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BishopSW02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TippingB02, author = {Michael E. Tipping and Christopher M. Bishop}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {Bayesian Image Super-Resolution}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {1279--1286}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/88bfcf02e7f554f9e9ea350b699bc6a7-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/TippingB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/LernerCDHB01, author = {Boaz Lerner and William F. Clocksin and Seema Dhanjal and Maj A. Hult{\'{e}}n and Christopher M. Bishop}, title = {Feature representation and signal classification in fluorescence in-situ hybridization image analysis}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}}, volume = {31}, number = {6}, pages = {655--665}, year = {2001}, url = {https://doi.org/10.1109/3468.983421}, doi = {10.1109/3468.983421}, timestamp = {Wed, 06 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsmc/LernerCDHB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/CorduneanuB01, author = {Adrian Corduneanu and Christopher M. Bishop}, editor = {Thomas S. Richardson and Tommi S. Jaakkola}, title = {Hyperparameters for Soft Bayesian Model Selection}, booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7, 2001}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2001}, url = {http://www.gatsby.ucl.ac.uk/aistats/aistats2001/files/corduneanu151.ps}, timestamp = {Thu, 21 Jun 2018 07:20:57 +0200}, biburl = {https://dblp.org/rec/conf/aistats/CorduneanuB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hotos/RowstronLB01, author = {Antony I. T. Rowstron and Neil D. Lawrence and Christopher M. Bishop}, title = {Probabilistic Modelling of Replica Divergence}, booktitle = {Proceedings of HotOS-VIII: 8th Workshop on Hot Topics in Operating Systems, May 20-23, 2001, Elmau/Oberbayern, Germany}, pages = {55--60}, publisher = {{IEEE} Computer Society}, year = {2001}, url = {https://doi.org/10.1109/HOTOS.2001.990061}, doi = {10.1109/HOTOS.2001.990061}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hotos/RowstronLB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LawrenceRBT01, author = {Neil D. Lawrence and Antony I. T. Rowstron and Christopher M. Bishop and M. J. Taylor}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {Optimising Synchronisation Times for Mobile Devices}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {1401--1408}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/253614bbac999b38b5b60cae531c4969-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LawrenceRBT01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/BishopW00, author = {Christopher M. Bishop and John M. Winn}, editor = {David Vernon}, title = {Non-linear Bayesian Image Modelling}, booktitle = {Computer Vision - {ECCV} 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26 - July 1, 2000, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {1842}, pages = {3--17}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-45054-8\_1}, doi = {10.1007/3-540-45054-8\_1}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/eccv/BishopW00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BishopT00, author = {Christopher M. Bishop and Michael E. Tipping}, editor = {Craig Boutilier and Mois{\'{e}}s Goldszmidt}, title = {Variational Relevance Vector Machines}, booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30 - July 3, 2000}, pages = {46--53}, publisher = {Morgan Kaufmann}, year = {2000}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=6\&\#38;proceeding\_id=16}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BishopT00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/CornfordNB99, author = {Dan Cornford and Ian T. Nabney and Christopher M. Bishop}, title = {Neural Network-Based Wind Vector Retrieval from Satellite Scatterometer Data}, journal = {Neural Comput. Appl.}, volume = {8}, number = {3}, pages = {206--217}, year = {1999}, url = {https://doi.org/10.1007/s005210050023}, doi = {10.1007/S005210050023}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nca/CornfordNB99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/TippingB99, author = {Michael E. Tipping and Christopher M. Bishop}, title = {Mixtures of Probabilistic Principal Component Analysers}, journal = {Neural Comput.}, volume = {11}, number = {2}, pages = {443--482}, year = {1999}, url = {https://doi.org/10.1162/089976699300016728}, doi = {10.1162/089976699300016728}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/TippingB99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/BishopSW98, author = {Christopher M. Bishop and Markus Svens{\'{e}}n and Christopher K. I. Williams}, title = {Developments of the generative topographic mapping}, journal = {Neurocomputing}, volume = {21}, number = {1-3}, pages = {203--224}, year = {1998}, url = {https://doi.org/10.1016/S0925-2312(98)00043-5}, doi = {10.1016/S0925-2312(98)00043-5}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/BishopSW98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BishopSW98, author = {Christopher M. Bishop and Markus Svens{\'{e}}n and Christopher K. I. Williams}, title = {{GTM:} The Generative Topographic Mapping}, journal = {Neural Comput.}, volume = {10}, number = {1}, pages = {215--234}, year = {1998}, url = {https://doi.org/10.1162/089976698300017953}, doi = {10.1162/089976698300017953}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neco/BishopSW98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/BishopT98, author = {Christopher M. Bishop and Michael E. Tipping}, title = {A Hierarchical Latent Variable Model for Data Visualization}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {20}, number = {3}, pages = {281--293}, year = {1998}, url = {https://doi.org/10.1109/34.667885}, doi = {10.1109/34.667885}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/BishopT98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Bishop98, author = {Christopher M. Bishop}, editor = {Michael J. Kearns and Sara A. Solla and David A. Cohn}, title = {Bayesian {PCA}}, booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 5, 1998]}, pages = {382--388}, publisher = {The {MIT} Press}, year = {1998}, url = {http://papers.nips.cc/paper/1549-bayesian-pca}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Bishop98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LawrenceBJ98, author = {Neil D. Lawrence and Christopher M. Bishop and Michael I. Jordan}, editor = {Gregory F. Cooper and Seraf{\'{\i}}n Moral}, title = {Mixture Representations for Inference and Learning in Boltzmann Machines}, booktitle = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, University of Wisconsin Business School, Madison, Wisconsin, USA, July 24-26, 1998}, pages = {320--327}, publisher = {Morgan Kaufmann}, year = {1998}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=263\&\#38;proceeding\_id=14}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LawrenceBJ98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/12/Bishop98, author = {Christopher M. Bishop}, editor = {Michael I. Jordan}, title = {Latent Variable Models}, booktitle = {Learning in Graphical Models}, series = {{NATO} {ASI} Series}, volume = {89}, pages = {371--403}, publisher = {Springer Netherlands}, year = {1998}, url = {https://doi.org/10.1007/978-94-011-5014-9\_13}, doi = {10.1007/978-94-011-5014-9\_13}, timestamp = {Wed, 31 Jul 2019 13:30:26 +0200}, biburl = {https://dblp.org/rec/books/sp/12/Bishop98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbcs/Bishop97, author = {Christopher M. Bishop}, title = {Bayesian Neural Networks}, journal = {J. Braz. Comput. Soc.}, volume = {4}, number = {1}, year = {1997}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbcs/Bishop97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BarberB97, author = {David Barber and Christopher M. Bishop}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {Ensemble Learning for Multi-Layer Networks}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {395--401}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/1480-ensemble-learning-for-multi-layer-networks}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BarberB97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BishopLJJ97, author = {Christopher M. Bishop and Neil D. Lawrence and Tommi S. Jaakkola and Michael I. Jordan}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {Approximating Posterior Distributions in Belief Networks Using Mixtures}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {416--422}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/1392-approximating-posterior-distributions-in-belief-networks-using-mixtures}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BishopLJJ97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GoldbergWB97, author = {Paul W. Goldberg and Christopher K. I. Williams and Christopher M. Bishop}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {Regression with Input-dependent Noise: {A} Gaussian Process Treatment}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {493--499}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/1444-regression-with-input-dependent-noise-a-gaussian-process-treatment}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GoldbergWB97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/crc/tucker97/JordanB97, author = {Michael I. Jordan and Christopher M. Bishop}, editor = {Allen B. Tucker}, title = {Neural Networks}, booktitle = {The Computer Science and Engineering Handbook}, pages = {536--556}, publisher = {{CRC} Press}, year = {1997}, timestamp = {Sun, 09 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/crc/tucker97/JordanB97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/JordanB96, author = {Michael I. Jordan and Christopher M. Bishop}, title = {Neural Networks}, journal = {{ACM} Comput. Surv.}, volume = {28}, number = {1}, pages = {73--75}, year = {1996}, url = {https://doi.org/10.1145/234313.234348}, doi = {10.1145/234313.234348}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csur/JordanB96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BishopN96, author = {Christopher M. Bishop and Ian T. Nabney}, title = {Modeling Conditional Probability Distributions for Periodic Variables}, journal = {Neural Comput.}, volume = {8}, number = {5}, pages = {1123--1133}, year = {1996}, url = {https://doi.org/10.1162/neco.1996.8.5.1123}, doi = {10.1162/NECO.1996.8.5.1123}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/BishopN96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/BishopQ96, author = {Christopher M. Bishop and Cazhaow S. Quazaz}, editor = {Christoph von der Malsburg and Werner von Seelen and Jan C. Vorbr{\"{u}}ggen and Bernhard Sendhoff}, title = {Bayesian Inference of Noise Levels in Regression}, booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference, Bochum, Germany, July 16-19, 1996, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1112}, pages = {59--64}, publisher = {Springer}, year = {1996}, url = {https://doi.org/10.1007/3-540-61510-5\_14}, doi = {10.1007/3-540-61510-5\_14}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/BishopQ96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/BishopSW96, author = {Christopher M. Bishop and Markus Svens{\'{e}}n and Christopher K. I. Williams}, editor = {Christoph von der Malsburg and Werner von Seelen and Jan C. Vorbr{\"{u}}ggen and Bernhard Sendhoff}, title = {{GTM:} {A} Principled Alternative to the Self-Organizing Map}, booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference, Bochum, Germany, July 16-19, 1996, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1112}, pages = {165--170}, publisher = {Springer}, year = {1996}, url = {https://doi.org/10.1007/3-540-61510-5\_31}, doi = {10.1007/3-540-61510-5\_31}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/BishopSW96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BarberB96, author = {David Barber and Christopher M. Bishop}, editor = {Michael Mozer and Michael I. Jordan and Thomas Petsche}, title = {Bayesian Model Comparison by Monte Carlo Chaining}, booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver, CO, USA, December 2-5, 1996}, pages = {333--339}, publisher = {{MIT} Press}, year = {1996}, url = {http://papers.nips.cc/paper/1272-bayesian-model-comparison-by-monte-carlo-chaining}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BarberB96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BishopQ96, author = {Christopher M. Bishop and Cazhaow S. Quazaz}, editor = {Michael Mozer and Michael I. Jordan and Thomas Petsche}, title = {Regression with Input-Dependent Noise: {A} Bayesian Treatment}, booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver, CO, USA, December 2-5, 1996}, pages = {347--353}, publisher = {{MIT} Press}, year = {1996}, url = {http://papers.nips.cc/paper/1191-regression-with-input-dependent-noise-a-bayesian-treatment}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BishopQ96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BishopSW96, author = {Christopher M. Bishop and Markus Svens{\'{e}}n and Christopher K. I. Williams}, editor = {Michael Mozer and Michael I. Jordan and Thomas Petsche}, title = {{GTM:} {A} Principled Alternative to the Self-Organizing Map}, booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver, CO, USA, December 2-5, 1996}, pages = {354--360}, publisher = {{MIT} Press}, year = {1996}, url = {http://papers.nips.cc/paper/1207-gtm-a-principled-alternative-to-the-self-organizing-map}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BishopSW96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/Bishop95, author = {Christopher M. Bishop}, title = {Training with Noise is Equivalent to Tikhonov Regularization}, journal = {Neural Comput.}, volume = {7}, number = {1}, pages = {108--116}, year = {1995}, url = {https://doi.org/10.1162/neco.1995.7.1.108}, doi = {10.1162/NECO.1995.7.1.108}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/Bishop95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BishopHSTT95, author = {Christopher M. Bishop and Paul S. Haynes and Mike E. U. Smith and Tom N. Todd and David L. Trotman}, title = {Real-Time Control of a Tokamak Plasma Using Neural Networks}, journal = {Neural Comput.}, volume = {7}, number = {1}, pages = {206--217}, year = {1995}, url = {https://doi.org/10.1162/neco.1995.7.1.206}, doi = {10.1162/NECO.1995.7.1.206}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/BishopHSTT95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BishopSW95, author = {Christopher M. Bishop and Markus Svens{\'{e}}n and Christopher K. I. Williams}, editor = {David S. Touretzky and Michael Mozer and Michael E. Hasselmo}, title = {{EM} Optimization of Latent-Variables Density Models}, booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver, CO, USA, November 27-30, 1995}, pages = {465--471}, publisher = {{MIT} Press}, year = {1995}, url = {http://papers.nips.cc/paper/1132-em-optimization-of-latent-variable-density-models}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BishopSW95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/BishopHSTT94, author = {Christopher M. Bishop and Paul S. Haynes and Mike E. U. Smith and Tom N. Todd and David L. Trotman}, title = {Fast Feedback Control of a High Temperature Fusion Plasma}, journal = {Neural Comput. Appl.}, volume = {2}, number = {3}, pages = {148--159}, year = {1994}, url = {https://doi.org/10.1007/BF01415011}, doi = {10.1007/BF01415011}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/BishopHSTT94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BishopL94, author = {Christopher M. Bishop and Claire Legleye}, editor = {Gerald Tesauro and David S. Touretzky and Todd K. Leen}, title = {Estimating Conditional Probability Densities for Periodic Variables}, booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference, Denver, Colorado, USA, 1994]}, pages = {641--648}, publisher = {{MIT} Press}, year = {1994}, url = {http://papers.nips.cc/paper/938-estimating-conditional-probability-densities-for-periodic-variables}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BishopL94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Bishop94, author = {Christopher M. Bishop}, editor = {Gerald Tesauro and David S. Touretzky and Todd K. Leen}, title = {Real-Time Control of a Tokamak Plasma Using Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference, Denver, Colorado, USA, 1994]}, pages = {1007--1014}, publisher = {{MIT} Press}, year = {1994}, url = {http://papers.nips.cc/paper/1005-real-time-control-of-a-tokamak-plasma-using-neural-networks}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Bishop94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/BishopSOMT93, author = {Christopher M. Bishop and Iain Strachan and John O'Rourke and Geoff Maddison and Paul Thomas}, title = {Reconstruction of Tokamak Density Profiles Using Feedforward Networks}, journal = {Neural Comput. Appl.}, volume = {1}, number = {1}, pages = {4--16}, year = {1993}, url = {https://doi.org/10.1007/BF01411370}, doi = {10.1007/BF01411370}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/BishopSOMT93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/Bishop93, author = {Christopher M. Bishop}, title = {Curvature-driven smoothing: a learning algorithm for feedforward networks}, journal = {{IEEE} Trans. Neural Networks}, volume = {4}, number = {5}, pages = {882--884}, year = {1993}, url = {https://doi.org/10.1109/72.248466}, doi = {10.1109/72.248466}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/Bishop93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijns/Bishop91, author = {Christopher M. Bishop}, title = {A Fast Procedure for Retraining the Multilayer Perceptron}, journal = {Int. J. Neural Syst.}, volume = {2}, number = {3}, pages = {229--236}, year = {1991}, url = {https://doi.org/10.1142/S0129065791000212}, doi = {10.1142/S0129065791000212}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijns/Bishop91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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