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BibTeX records: Christopher K. I. Williams
@article{DBLP:journals/corr/abs-2404-18190, author = {Christopher K. I. Williams}, title = {Naive Bayes Classifiers and One-hot Encoding of Categorical Variables}, journal = {CoRR}, volume = {abs/2404.18190}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.18190}, doi = {10.48550/ARXIV.2404.18190}, eprinttype = {arXiv}, eprint = {2404.18190}, timestamp = {Mon, 27 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-18190.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mva/CamilleriZBZW23, author = {Michael P. J. Camilleri and Li Zhang and Rasneer S. Bains and Andrew Zisserman and Christopher K. I. Williams}, title = {Persistent animal identification leveraging non-visual markers}, journal = {Mach. Vis. Appl.}, volume = {34}, number = {4}, pages = {68}, year = {2023}, url = {https://doi.org/10.1007/s00138-023-01414-1}, doi = {10.1007/S00138-023-01414-1}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mva/CamilleriZBZW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/NazabalTW23, author = {Alfredo Naz{\'{a}}bal and Nikolaos Tsagkas and Christopher K. I. Williams}, title = {Inference and Learning for Generative Capsule Models}, journal = {Neural Comput.}, volume = {35}, number = {4}, pages = {727--761}, year = {2023}, url = {https://doi.org/10.1162/neco\_a\_01564}, doi = {10.1162/NECO\_A\_01564}, timestamp = {Wed, 12 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/NazabalTW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/PetricekBNCJW23, author = {Tomas Petricek and Gerrit J. J. van den Burg and Alfredo Naz{\'{a}}bal and Taha Ceritli and Ernesto Jim{\'{e}}nez{-}Ruiz and Christopher K. I. Williams}, title = {{AI} Assistants: {A} Framework for Semi-Automated Data Wrangling}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {9}, pages = {9295--9306}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2022.3222538}, doi = {10.1109/TKDE.2022.3222538}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/PetricekBNCJW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-03531, author = {Christopher K. I. Williams}, title = {Structured Generative Models for Scene Understanding}, journal = {CoRR}, volume = {abs/2302.03531}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.03531}, doi = {10.48550/ARXIV.2302.03531}, eprinttype = {arXiv}, eprint = {2302.03531}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-03531.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-03066, author = {Michael P. J. Camilleri and Rasneer S. Bains and Christopher K. I. Williams}, title = {Of Mice and Mates: Automated Classification and Modelling of Mouse Behaviour in Groups using a Single Model across Cages}, journal = {CoRR}, volume = {abs/2306.03066}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.03066}, doi = {10.48550/ARXIV.2306.03066}, eprinttype = {arXiv}, eprint = {2306.03066}, timestamp = {Tue, 13 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-03066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-07522, author = {Hector Zenil and Jesper Tegn{\'{e}}r and Felipe S. Abrah{\~{a}}o and Alexander Lavin and Vipin Kumar and Jeremy G. Frey and Adrian Weller and Larisa N. Soldatova and Alan R. Bundy and Nicholas R. Jennings and Koichi Takahashi and Lawrence Hunter and Saso Dzeroski and Andrew Briggs and Frederick D. Gregory and Carla P. Gomes and Christopher K. I. Williams and Jon Rowe and James A. Evans and Hiroaki Kitano and Joshua B. Tenenbaum and Ross D. King}, title = {The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence}, journal = {CoRR}, volume = {abs/2307.07522}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.07522}, doi = {10.48550/ARXIV.2307.07522}, eprinttype = {arXiv}, eprint = {2307.07522}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-07522.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/BieRHHSW22, author = {Tijl De Bie and Luc De Raedt and Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and Holger H. Hoos and Padhraic Smyth and Christopher K. I. Williams}, title = {Automating data science}, journal = {Commun. {ACM}}, volume = {65}, number = {3}, pages = {76--87}, year = {2022}, url = {https://doi.org/10.1145/3495256}, doi = {10.1145/3495256}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cacm/BieRHHSW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BirdWH22, author = {Alex Bird and Christopher K. I. Williams and Christopher Hawthorne}, title = {Multi-Task Dynamical Systems}, journal = {J. Mach. Learn. Res.}, volume = {23}, pages = {230:1--230:52}, year = {2022}, url = {https://jmlr.org/papers/v23/20-1446.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BirdWH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/Williams22, author = {Christopher K. I. Williams}, title = {On Suspicious Coincidences and Pointwise Mutual Information}, journal = {Neural Comput.}, volume = {34}, number = {10}, pages = {2037--2046}, year = {2022}, url = {https://doi.org/10.1162/neco\_a\_01533}, doi = {10.1162/NECO\_A\_01533}, timestamp = {Thu, 29 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/Williams22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/EastwoodMWS22, author = {Cian Eastwood and Ian Mason and Christopher K. I. Williams and Bernhard Sch{\"{o}}lkopf}, title = {Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=1JDiK\_TbV4S}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/EastwoodMWS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-04694, author = {Cian Eastwood and Nanbo Li and Christopher K. I. Williams}, title = {Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences}, journal = {CoRR}, volume = {abs/2203.04694}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.04694}, doi = {10.48550/ARXIV.2203.04694}, eprinttype = {arXiv}, eprint = {2203.04694}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-04694.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-08089, author = {Christopher K. I. Williams}, title = {On Suspicious Coincidences and Pointwise Mutual Information}, journal = {CoRR}, volume = {abs/2203.08089}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.08089}, doi = {10.48550/ARXIV.2203.08089}, eprinttype = {arXiv}, eprint = {2203.08089}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-08089.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-03115, author = {Alfredo Naz{\'{a}}bal and Nikolaos Tsagkas and Christopher K. I. Williams}, title = {Inference and Learning for Generative Capsule Models}, journal = {CoRR}, volume = {abs/2209.03115}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.03115}, doi = {10.48550/ARXIV.2209.03115}, eprinttype = {arXiv}, eprint = {2209.03115}, timestamp = {Mon, 26 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-03115.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-04023, author = {Alex Bird and Christopher K. I. Williams and Christopher Hawthorne}, title = {Multi-Task Dynamical Systems}, journal = {CoRR}, volume = {abs/2210.04023}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.04023}, doi = {10.48550/ARXIV.2210.04023}, eprinttype = {arXiv}, eprint = {2210.04023}, timestamp = {Wed, 12 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-04023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-04221, author = {Christopher K. I. Williams}, title = {The Elliptical Quartic Exponential Distribution: An Annular Distribution Obtained via Maximum Entropy}, journal = {CoRR}, volume = {abs/2210.04221}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.04221}, doi = {10.48550/ARXIV.2210.04221}, eprinttype = {arXiv}, eprint = {2210.04221}, timestamp = {Thu, 13 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-04221.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-00192, author = {Tomas Petricek and Gerrit J. J. van den Burg and Alfredo Naz{\'{a}}bal and Taha Ceritli and Ernesto Jim{\'{e}}nez{-}Ruiz and Christopher K. I. Williams}, title = {{AI} Assistants: {A} Framework for Semi-Automated Data Wrangling}, journal = {CoRR}, volume = {abs/2211.00192}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.00192}, doi = {10.48550/ARXIV.2211.00192}, eprinttype = {arXiv}, eprint = {2211.00192}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-00192.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/Williams21, author = {Christopher K. I. Williams}, title = {The Effect of Class Imbalance on Precision-Recall Curves}, journal = {Neural Comput.}, volume = {33}, number = {4}, pages = {853--857}, year = {2021}, url = {https://doi.org/10.1162/neco\_a\_01362}, doi = {10.1162/NECO\_A\_01362}, timestamp = {Thu, 20 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/Williams21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/EastwoodMW21, author = {Cian Eastwood and Ian Mason and Christopher K. I. Williams}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Unit-level surprise in neural networks}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {33--40}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/eastwood22a.html}, timestamp = {Thu, 14 Jul 2022 17:31:05 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/EastwoodMW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BurgW21, author = {Gerrit J. J. van den Burg and Christopher K. I. Williams}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {On Memorization in Probabilistic Deep Generative Models}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {27916--27928}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/eae15aabaa768ae4a5993a8a4f4fa6e4-Abstract.html}, timestamp = {Sun, 28 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BurgW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-06676, author = {Alfredo Naz{\'{a}}bal and Christopher K. I. Williams}, title = {Inference for Generative Capsule Models}, journal = {CoRR}, volume = {abs/2103.06676}, year = {2021}, url = {https://arxiv.org/abs/2103.06676}, eprinttype = {arXiv}, eprint = {2103.06676}, timestamp = {Tue, 16 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-06676.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-05699, author = {Tijl De Bie and Luc De Raedt and Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and Holger H. Hoos and Padhraic Smyth and Christopher K. I. Williams}, title = {Automating Data Science: Prospects and Challenges}, journal = {CoRR}, volume = {abs/2105.05699}, year = {2021}, url = {https://arxiv.org/abs/2105.05699}, eprinttype = {arXiv}, eprint = {2105.05699}, timestamp = {Tue, 18 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-05699.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-03216, author = {Gerrit J. J. van den Burg and Christopher K. I. Williams}, title = {On Memorization in Probabilistic Deep Generative Models}, journal = {CoRR}, volume = {abs/2106.03216}, year = {2021}, url = {https://arxiv.org/abs/2106.03216}, eprinttype = {arXiv}, eprint = {2106.03216}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-03216.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-05446, author = {Cian Eastwood and Ian Mason and Christopher K. I. Williams and Bernhard Sch{\"{o}}lkopf}, title = {Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration}, journal = {CoRR}, volume = {abs/2107.05446}, year = {2021}, url = {https://arxiv.org/abs/2107.05446}, eprinttype = {arXiv}, eprint = {2107.05446}, timestamp = {Tue, 20 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-05446.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-11956, author = {Taha Ceritli and Christopher K. I. Williams}, title = {ptype-cat: Inferring the Type and Values of Categorical Variables}, journal = {CoRR}, volume = {abs/2111.11956}, year = {2021}, url = {https://arxiv.org/abs/2111.11956}, eprinttype = {arXiv}, eprint = {2111.11956}, timestamp = {Fri, 26 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-11956.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-11959, author = {Taha Ceritli and Christopher K. I. Williams}, title = {Identifying the Units of Measurement in Tabular Data}, journal = {CoRR}, volume = {abs/2111.11959}, year = {2021}, url = {https://arxiv.org/abs/2111.11959}, eprinttype = {arXiv}, eprint = {2111.11959}, timestamp = {Fri, 26 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-11959.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-06809, author = {Michael P. J. Camilleri and Li Zhang and Rasneer S. Bains and Andrew Zisserman and Christopher K. I. Williams}, title = {Tracking and Long-Term Identification Using Non-Visual Markers}, journal = {CoRR}, volume = {abs/2112.06809}, year = {2021}, url = {https://arxiv.org/abs/2112.06809}, eprinttype = {arXiv}, eprint = {2112.06809}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-06809.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/CeritliWG20, author = {Taha Ceritli and Christopher K. I. Williams and James Geddes}, title = {ptype: probabilistic type inference}, journal = {Data Min. Knowl. Discov.}, volume = {34}, number = {3}, pages = {870--904}, year = {2020}, url = {https://doi.org/10.1007/s10618-020-00680-1}, doi = {10.1007/S10618-020-00680-1}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/CeritliWG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/RomaszkoWW20, author = {Lukasz Romaszko and Christopher K. I. Williams and John M. Winn}, title = {Learning Direct Optimization for scene understanding}, journal = {Pattern Recognit.}, volume = {105}, pages = {107369}, year = {2020}, url = {https://doi.org/10.1016/j.patcog.2020.107369}, doi = {10.1016/J.PATCOG.2020.107369}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/RomaszkoWW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/EduardoNWS20, author = {Sim{\~{a}}o Eduardo and Alfredo Naz{\'{a}}bal and Christopher K. I. Williams and Charles Sutton}, editor = {Silvia Chiappa and Roberto Calandra}, title = {Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data}, booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]}, series = {Proceedings of Machine Learning Research}, volume = {108}, pages = {4056--4066}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v108/eduardo20a.html}, timestamp = {Mon, 12 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/EduardoNWS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-06222, author = {Gerrit J. J. van den Burg and Christopher K. I. Williams}, title = {An Evaluation of Change Point Detection Algorithms}, journal = {CoRR}, volume = {abs/2003.06222}, year = {2020}, url = {https://arxiv.org/abs/2003.06222}, eprinttype = {arXiv}, eprint = {2003.06222}, timestamp = {Tue, 17 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-06222.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-12929, author = {Alfredo Naz{\'{a}}bal and Christopher K. I. Williams and Giovanni Colavizza and Camila Rangel Smith and Angus Williams}, title = {Data Engineering for Data Analytics: {A} Classification of the Issues, and Case Studies}, journal = {CoRR}, volume = {abs/2004.12929}, year = {2020}, url = {https://arxiv.org/abs/2004.12929}, eprinttype = {arXiv}, eprint = {2004.12929}, timestamp = {Wed, 29 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-12929.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-05301, author = {Mark Collier and Alfredo Naz{\'{a}}bal and Christopher K. I. Williams}, title = {VAEs in the Presence of Missing Data}, journal = {CoRR}, volume = {abs/2006.05301}, year = {2020}, url = {https://arxiv.org/abs/2006.05301}, eprinttype = {arXiv}, eprint = {2006.05301}, timestamp = {Sat, 13 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-05301.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-01905, author = {Christopher K. I. Williams}, title = {The Effect of Class Imbalance on Precision-Recall Curves}, journal = {CoRR}, volume = {abs/2007.01905}, year = {2020}, url = {https://arxiv.org/abs/2007.01905}, eprinttype = {arXiv}, eprint = {2007.01905}, timestamp = {Thu, 20 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-01905.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/NashKW19, author = {Charlie Nash and Nate Kushman and Christopher K. I. Williams}, editor = {Kamalika Chaudhuri and Masashi Sugiyama}, title = {Inverting Supervised Representations with Autoregressive Neural Density Models}, booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan}, series = {Proceedings of Machine Learning Research}, volume = {89}, pages = {1620--1629}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v89/nash19a.html}, timestamp = {Fri, 07 Jun 2019 09:03:47 +0200}, biburl = {https://dblp.org/rec/conf/aistats/NashKW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/BirdWH19, author = {Alex Bird and Christopher K. I. Williams and Christopher Hawthorne}, editor = {Kamalika Chaudhuri and Masashi Sugiyama}, title = {Multi-Task Time Series Analysis applied to Drug Response Modelling}, booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan}, series = {Proceedings of Machine Learning Research}, volume = {89}, pages = {2174--2183}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v89/bird19a.html}, timestamp = {Fri, 07 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/BirdWH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-08970, author = {Alex Bird and Christopher K. I. Williams and Christopher Hawthorne}, title = {Multi-Task Time Series Analysis applied to Drug Response Modelling}, journal = {CoRR}, volume = {abs/1903.08970}, year = {2019}, url = {http://arxiv.org/abs/1903.08970}, eprinttype = {arXiv}, eprint = {1903.08970}, timestamp = {Mon, 01 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-08970.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-01251, author = {Michael P. J. Camilleri and Christopher K. I. Williams}, title = {The Extended Dawid-Skene Model: Fusing Information from Multiple Data Schemas}, journal = {CoRR}, volume = {abs/1906.01251}, year = {2019}, url = {http://arxiv.org/abs/1906.01251}, eprinttype = {arXiv}, eprint = {1906.01251}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-01251.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-06671, author = {Sim{\~{a}}o Eduardo and Alfredo Naz{\'{a}}bal and Christopher K. I. Williams and Charles Sutton}, title = {Robust Variational Autoencoders for Outlier Detection in Mixed-Type Data}, journal = {CoRR}, volume = {abs/1907.06671}, year = {2019}, url = {http://arxiv.org/abs/1907.06671}, eprinttype = {arXiv}, eprint = {1907.06671}, timestamp = {Mon, 12 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-06671.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-05026, author = {Alex Bird and Christopher K. I. Williams}, title = {Customizing Sequence Generation with Multi-Task Dynamical Systems}, journal = {CoRR}, volume = {abs/1910.05026}, year = {2019}, url = {http://arxiv.org/abs/1910.05026}, eprinttype = {arXiv}, eprint = {1910.05026}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-05026.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-10081, author = {Taha Ceritli and Christopher K. I. Williams and James Geddes}, title = {ptype: Probabilistic Type Inference}, journal = {CoRR}, volume = {abs/1911.10081}, year = {2019}, url = {http://arxiv.org/abs/1911.10081}, eprinttype = {arXiv}, eprint = {1911.10081}, timestamp = {Tue, 03 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-10081.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jimaging/SethADW18, author = {Sohan Seth and Ahsan R. Akram and Kevin Dhaliwal and Christopher K. I. Williams}, title = {Estimating Bacterial and Cellular Load in {FCFM} Imaging}, journal = {J. Imaging}, volume = {4}, number = {1}, pages = {11}, year = {2018}, url = {https://doi.org/10.3390/jimaging4010011}, doi = {10.3390/JIMAGING4010011}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jimaging/SethADW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/EastwoodW18, author = {Cian Eastwood and Christopher K. I. Williams}, title = {A Framework for the Quantitative Evaluation of Disentangled Representations}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=By-7dz-AZ}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/EastwoodW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-03851, author = {Christopher K. I. Williams and Charlie Nash}, title = {Autoencoders and Probabilistic Inference with Missing Data: An Exact Solution for The Factor Analysis Case}, journal = {CoRR}, volume = {abs/1801.03851}, year = {2018}, url = {http://arxiv.org/abs/1801.03851}, eprinttype = {arXiv}, eprint = {1801.03851}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-03851.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-00400, author = {Charlie Nash and Nate Kushman and Christopher K. I. Williams}, title = {Inverting Supervised Representations with Autoregressive Neural Density Models}, journal = {CoRR}, volume = {abs/1806.00400}, year = {2018}, url = {http://arxiv.org/abs/1806.00400}, eprinttype = {arXiv}, eprint = {1806.00400}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-00400.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-07524, author = {Lukasz Romaszko and Christopher K. I. Williams and John M. Winn}, title = {Learning Direct Optimization for Scene Understanding}, journal = {CoRR}, volume = {abs/1812.07524}, year = {2018}, url = {http://arxiv.org/abs/1812.07524}, eprinttype = {arXiv}, eprint = {1812.07524}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-07524.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/NashW17, author = {Charlie Nash and Christopher K. I. Williams}, title = {The shape variational autoencoder: {A} deep generative model of part-segmented 3D objects}, journal = {Comput. Graph. Forum}, volume = {36}, number = {5}, pages = {1--12}, year = {2017}, url = {https://doi.org/10.1111/cgf.13240}, doi = {10.1111/CGF.13240}, timestamp = {Mon, 18 Sep 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/NashW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccvw/RomaszkoWMK17, author = {Lukasz Romaszko and Christopher K. I. Williams and Pol Moreno and Pushmeet Kohli}, title = {Vision-as-Inverse-Graphics: Obtaining a Rich 3D Explanation of a Scene from a Single Image}, booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops, {ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017}, pages = {940--948}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCVW.2017.115}, doi = {10.1109/ICCVW.2017.115}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccvw/RomaszkoWMK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miua/SethADW17, author = {Sohan Seth and Ahsan R. Akram and Kevin Dhaliwal and Christopher K. I. Williams}, editor = {Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez and V{\'{\i}}ctor Gonz{\'{a}}lez{-}Castro}, title = {Estimating Bacterial Load in {FCFM} Imaging}, booktitle = {Medical Image Understanding and Analysis - 21st Annual Conference, {MIUA} 2017, Edinburgh, UK, July 11-13, 2017, Proceedings}, series = {Communications in Computer and Information Science}, volume = {723}, pages = {909--921}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-60964-5\_79}, doi = {10.1007/978-3-319-60964-5\_79}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miua/SethADW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/MorenoWNK16, author = {Pol Moreno and Christopher K. I. Williams and Charlie Nash and Pushmeet Kohli}, editor = {Gang Hua and Herv{\'{e}} J{\'{e}}gou}, title = {Overcoming Occlusion with Inverse Graphics}, booktitle = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {9915}, pages = {170--185}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-49409-8\_16}, doi = {10.1007/978-3-319-49409-8\_16}, timestamp = {Sun, 02 Jun 2019 21:17:49 +0200}, biburl = {https://dblp.org/rec/conf/eccv/MorenoWNK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlhc/GeorgatzisWH16, author = {Konstantinos Georgatzis and Christopher K. I. Williams and Christopher Hawthorne}, editor = {Finale Doshi{-}Velez and Jim Fackler and David C. Kale and Byron C. Wallace and Jenna Wiens}, title = {Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring}, booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016, Los Angeles, CA, USA, August 19-20, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {56}, pages = {1--16}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v56/Georgatzis16.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/mlhc/GeorgatzisWH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GeorgatzisWH16, author = {Konstantinos Georgatzis and Christopher K. I. Williams and Christopher Hawthorne}, title = {Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring}, journal = {CoRR}, volume = {abs/1608.00242}, year = {2016}, url = {http://arxiv.org/abs/1608.00242}, eprinttype = {arXiv}, eprint = {1608.00242}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GeorgatzisWH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/McCarthyW16, author = {Adam McCarthy and Christopher K. I. Williams}, title = {Predicting Patient State-of-Health using Sliding Window and Recurrent Classifiers}, journal = {CoRR}, volume = {abs/1612.00662}, year = {2016}, url = {http://arxiv.org/abs/1612.00662}, eprinttype = {arXiv}, eprint = {1612.00662}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/McCarthyW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/EveringhamEGWWZ15, author = {Mark Everingham and S. M. Ali Eslami and Luc Van Gool and Christopher K. I. Williams and John M. Winn and Andrew Zisserman}, title = {The Pascal Visual Object Classes Challenge: {A} Retrospective}, journal = {Int. J. Comput. Vis.}, volume = {111}, number = {1}, pages = {98--136}, year = {2015}, url = {https://doi.org/10.1007/s11263-014-0733-5}, doi = {10.1007/S11263-014-0733-5}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/EveringhamEGWWZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GeorgatzisW15, author = {Konstantinos Georgatzis and Christopher K. I. Williams}, editor = {Marina Meila and Tom Heskes}, title = {Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring}, booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands}, pages = {306--315}, publisher = {{AUAI} Press}, year = {2015}, url = {http://auai.org/uai2015/proceedings/papers/77.pdf}, timestamp = {Thu, 12 Mar 2020 11:31:09 +0100}, biburl = {https://dblp.org/rec/conf/uai/GeorgatzisW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GeorgatzisW15, author = {Konstantinos Georgatzis and Christopher K. I. Williams}, title = {Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring}, journal = {CoRR}, volume = {abs/1504.06494}, year = {2015}, url = {http://arxiv.org/abs/1504.06494}, eprinttype = {arXiv}, eprint = {1504.06494}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GeorgatzisW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HuWT15, author = {Shell Xu Hu and Christopher K. I. Williams and Sinisa Todorovic}, title = {Tree-Cut for Probabilistic Image Segmentation}, journal = {CoRR}, volume = {abs/1506.03852}, year = {2015}, url = {http://arxiv.org/abs/1506.03852}, eprinttype = {arXiv}, eprint = {1506.03852}, timestamp = {Tue, 10 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HuWT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/EslamiHWW14, author = {S. M. Ali Eslami and Nicolas Heess and Christopher K. I. Williams and John M. Winn}, title = {The Shape Boltzmann Machine: {A} Strong Model of Object Shape}, journal = {Int. J. Comput. Vis.}, volume = {107}, number = {2}, pages = {155--176}, year = {2014}, url = {https://doi.org/10.1007/s11263-013-0669-1}, doi = {10.1007/S11263-013-0669-1}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcv/EslamiHWW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/titb/StanculescuWF14, author = {Ioan Stanculescu and Christopher K. I. Williams and Yvonne Freer}, title = {Autoregressive Hidden Markov Models for the Early Detection of Neonatal Sepsis}, journal = {{IEEE} J. Biomed. Health Informatics}, volume = {18}, number = {5}, pages = {1560--1570}, year = {2014}, url = {https://doi.org/10.1109/JBHI.2013.2294692}, doi = {10.1109/JBHI.2013.2294692}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/titb/StanculescuWF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/KivinenWH14, author = {Jyri J. Kivinen and Christopher K. I. Williams and Nicolas Heess}, title = {Visual Boundary Prediction: {A} Deep Neural Prediction Network and Quality Dissection}, booktitle = {Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {33}, pages = {512--521}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v33/kivinen14.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/KivinenWH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/StanculescuWF14, author = {Ioan Stanculescu and Christopher K. I. Williams and Yvonne Freer}, editor = {Nevin L. Zhang and Jin Tian}, title = {A Hierarchical Switching Linear Dynamical System Applied to the Detection of Sepsis in Neonatal Condition Monitoring}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {752--761}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2511\&\#38;proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 11:09:27 +0100}, biburl = {https://dblp.org/rec/conf/uai/StanculescuWF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/StorkeyHWM14, author = {Amos J. Storkey and Nigel C. Hambly and Christopher K. I. Williams and Robert G. Mann}, title = {Renewal Strings for Cleaning Astronomical Databases}, journal = {CoRR}, volume = {abs/1408.1489}, year = {2014}, url = {http://arxiv.org/abs/1408.1489}, eprinttype = {arXiv}, eprint = {1408.1489}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/StorkeyHWM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/daglib/0034530, author = {Robert B. Fisher and Toby P. Breckon and Kenneth M. Dawson{-}Howe and Andrew W. Fitzgibbon and Craig Robertson and Emanuele Trucco and Christopher K. I. Williams}, title = {Dictionary of Computer Vision and Image Processing, Second Edition}, publisher = {Wiley}, year = {2013}, url = {http://eu.wiley.com/WileyCDA/WileyTitle/productCd-1119941865.html}, isbn = {978-1-119-94186-6}, timestamp = {Mon, 23 Mar 2015 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/daglib/0034530.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ChalupkaWM13, author = {Krzysztof Chalupka and Christopher K. I. Williams and Iain Murray}, title = {A framework for evaluating approximation methods for Gaussian process regression}, journal = {J. Mach. Learn. Res.}, volume = {14}, number = {1}, pages = {333--350}, year = {2013}, url = {https://dl.acm.org/doi/10.5555/2567709.2502592}, doi = {10.5555/2567709.2502592}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ChalupkaWM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZissermanWFGSWH12, author = {Andrew Zisserman and John M. Winn and Andrew W. Fitzgibbon and Luc Van Gool and Josef Sivic and Christopher K. I. Williams and David C. Hogg}, title = {In Memoriam: Mark Everingham}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {34}, number = {11}, pages = {2081--2082}, year = {2012}, url = {https://doi.org/10.1109/TPAMI.2012.204}, doi = {10.1109/TPAMI.2012.204}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/ZissermanWFGSWH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/EslamiW12, author = {S. M. Ali Eslami and Christopher K. I. Williams}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {A Generative Model for Parts-based Object Segmentation}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {100--107}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/72b32a1f754ba1c09b3695e0cb6cde7f-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/EslamiW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/KivinenW12, author = {Jyri J. Kivinen and Christopher K. I. Williams}, editor = {Neil D. Lawrence and Mark A. Girolami}, title = {Multiple Texture Boltzmann Machines}, booktitle = {Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, Spain, April 21-23, 2012}, series = {{JMLR} Proceedings}, volume = {22}, pages = {638--646}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v22/kivinen12.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/KivinenW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-6326, author = {Krzysztof Chalupka and Christopher K. I. Williams and Iain Murray}, title = {A Framework for Evaluating Approximation Methods for Gaussian Process Regression}, journal = {CoRR}, volume = {abs/1205.6326}, year = {2012}, url = {http://arxiv.org/abs/1205.6326}, eprinttype = {arXiv}, eprint = {1205.6326}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-6326.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/TriggsW11, author = {Bill Triggs and Christopher K. I. Williams}, title = {Special Issue on Probabilistic Models for Image Understanding, Part {II}}, journal = {Int. J. Comput. Vis.}, volume = {95}, number = {3}, pages = {313--314}, year = {2011}, url = {https://doi.org/10.1007/s11263-011-0455-x}, doi = {10.1007/S11263-011-0455-X}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/TriggsW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijpp/FursinKMCTNYMZCa11, author = {Grigori Fursin and Yuriy Kashnikov and Abdul Wahid Memon and Zbigniew Chamski and Olivier Temam and Mircea Namolaru and Elad Yom{-}Tov and Bilha Mendelson and Ayal Zaks and Eric Courtois and Fran{\c{c}}ois Bodin and Phil Barnard and Elton Ashton and Edwin V. Bonilla and John Thomson and Christopher K. I. Williams and Michael F. P. O'Boyle}, title = {Milepost {GCC:} Machine Learning Enabled Self-tuning Compiler}, journal = {Int. J. Parallel Program.}, volume = {39}, number = {3}, pages = {296--327}, year = {2011}, url = {https://doi.org/10.1007/s10766-010-0161-2}, doi = {10.1007/S10766-010-0161-2}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijpp/FursinKMCTNYMZCa11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/HarmelingW11, author = {Stefan Harmeling and Christopher K. I. Williams}, title = {Greedy Learning of Binary Latent Trees}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {33}, number = {6}, pages = {1087--1097}, year = {2011}, url = {https://doi.org/10.1109/TPAMI.2010.145}, doi = {10.1109/TPAMI.2010.145}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/HarmelingW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/WilliamsS11, author = {Christopher K. I. Williams and Ioan Stanculescu}, editor = {Mor Peleg and Nada Lavrac and Carlo Combi}, title = {Automating the Calibration of a Neonatal Condition Monitoring System}, booktitle = {Artificial Intelligence in Medicine - 13th Conference on Artificial Intelligence in Medicine, {AIME} 2011, Bled, Slovenia, July 2-6, 2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6747}, pages = {240--249}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-22218-4\_30}, doi = {10.1007/978-3-642-22218-4\_30}, timestamp = {Mon, 16 Sep 2019 15:30:05 +0200}, biburl = {https://dblp.org/rec/conf/aime/WilliamsS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/EslamiW11, author = {Seyed Mohammadali Eslami and Christopher K. I. Williams}, editor = {Jesse Hoey and Stephen J. McKenna and Emanuele Trucco}, title = {Factored Shapes and Appearances for Parts-based Object Understanding}, booktitle = {British Machine Vision Conference, {BMVC} 2011, Dundee, UK, August 29 - September 2, 2011. Proceedings}, pages = {1--12}, publisher = {{BMVA} Press}, year = {2011}, url = {https://doi.org/10.5244/C.25.18}, doi = {10.5244/C.25.18}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/EslamiW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/KivinenW11, author = {Jyri J. Kivinen and Christopher K. I. Williams}, editor = {Timo Honkela and Wlodzislaw Duch and Mark A. Girolami and Samuel Kaski}, title = {Transformation Equivariant Boltzmann Machines}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6791}, pages = {1--9}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-21735-7\_1}, doi = {10.1007/978-3-642-21735-7\_1}, timestamp = {Sun, 02 Jun 2019 21:16:25 +0200}, biburl = {https://dblp.org/rec/conf/icann/KivinenW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/TriggsW10, author = {Bill Triggs and Christopher K. I. Williams}, title = {Editorial: Special Issue on Probabilistic Models for Image Understanding}, journal = {Int. J. Comput. Vis.}, volume = {88}, number = {2}, pages = {145--146}, year = {2010}, url = {https://doi.org/10.1007/s11263-010-0328-8}, doi = {10.1007/S11263-010-0328-8}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/TriggsW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/EveringhamGWWZ10, author = {Mark Everingham and Luc Van Gool and Christopher K. I. Williams and John M. Winn and Andrew Zisserman}, title = {The Pascal Visual Object Classes {(VOC)} Challenge}, journal = {Int. J. Comput. Vis.}, volume = {88}, number = {2}, pages = {303--338}, year = {2010}, url = {https://doi.org/10.1007/s11263-009-0275-4}, doi = {10.1007/S11263-009-0275-4}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/EveringhamGWWZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/nips/2010, editor = {John D. Lafferty and Christopher K. I. Williams and John Shawe{-}Taylor and Richard S. Zemel and Aron Culotta}, title = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada}, publisher = {Curran Associates, Inc.}, year = {2010}, url = {https://proceedings.neurips.cc/paper/2010}, timestamp = {Mon, 16 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/2010.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/AllanW09, author = {Moray Allan and Christopher K. I. Williams}, title = {Object localisation using the Generative Template of Features}, journal = {Comput. Vis. Image Underst.}, volume = {113}, number = {7}, pages = {824--838}, year = {2009}, url = {https://doi.org/10.1016/j.cviu.2009.02.002}, doi = {10.1016/J.CVIU.2009.02.002}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/AllanW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/QuinnWM09, author = {John A. Quinn and Christopher K. I. Williams and Neil McIntosh}, title = {Factorial Switching Linear Dynamical Systems Applied to Physiological Condition Monitoring}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {31}, number = {9}, pages = {1537--1551}, year = {2009}, url = {https://doi.org/10.1109/TPAMI.2008.191}, doi = {10.1109/TPAMI.2008.191}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/QuinnWM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/HeessWH09, author = {Nicolas Heess and Christopher K. I. Williams and Geoffrey E. Hinton}, editor = {Andrea Cavallaro and Simon Prince and Daniel C. Alexander}, title = {Learning Generative Texture Models with extended Fields-of-Experts}, booktitle = {British Machine Vision Conference, {BMVC} 2009, London, UK, September 7-10, 2009. Proceedings}, pages = {1--11}, publisher = {British Machine Vision Association}, year = {2009}, url = {https://doi.org/10.5244/C.23.115}, doi = {10.5244/C.23.115}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/HeessWH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/nips/2009, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009}, isbn = {9781615679119}, timestamp = {Mon, 16 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/2009.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/QuinnW08, author = {John A. Quinn and Christopher K. I. Williams}, title = {Signal masking in Gaussian channels}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, {USA}}, pages = {2989--2992}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICASSP.2008.4518278}, doi = {10.1109/ICASSP.2008.4518278}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/QuinnW08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChaiWKV08, author = {Kian Ming Adam Chai and Christopher K. I. Williams and Stefan Klanke and Sethu Vijayakumar}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Multi-task Gaussian Process Learning of Robot Inverse Dynamics}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {265--272}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/15d4e891d784977cacbfcbb00c48f133-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ChaiWKV08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ibpria/QuinnW07, author = {John A. Quinn and Christopher K. I. Williams}, editor = {Joan Mart{\'{\i}} and Jos{\'{e}}{-}Miguel Bened{\'{\i}} and Ana Maria Mendon{\c{c}}a and Joan Serrat}, title = {Known Unknowns: Novelty Detection in Condition Monitoring}, booktitle = {Pattern Recognition and Image Analysis, Third Iberian Conference, IbPRIA 2007, Girona, Spain, June 6-8, 2007, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4477}, pages = {1--6}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-72847-4\_1}, doi = {10.1007/978-3-540-72847-4\_1}, timestamp = {Mon, 15 Jul 2019 16:26:46 +0200}, biburl = {https://dblp.org/rec/conf/ibpria/QuinnW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BonillaCW07, author = {Edwin V. Bonilla and Kian Ming Adam Chai and Christopher K. I. Williams}, editor = {John C. Platt and Daphne Koller and Yoram Singer and Sam T. Roweis}, title = {Multi-task Gaussian Process Prediction}, booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}, pages = {153--160}, publisher = {Curran Associates, Inc.}, year = {2007}, url = {https://proceedings.neurips.cc/paper/2007/hash/66368270ffd51418ec58bd793f2d9b1b-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BonillaCW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/BonillaAW07, author = {Edwin V. Bonilla and Felix V. Agakov and Christopher K. I. Williams}, editor = {Marina Meila and Xiaotong Shen}, title = {Kernel Multi-task Learning using Task-specific Features}, booktitle = {Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico, March 21-24, 2007}, series = {{JMLR} Proceedings}, volume = {2}, pages = {43--50}, publisher = {JMLR.org}, year = {2007}, url = {http://proceedings.mlr.press/v2/bonilla07a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BonillaAW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/lib/RasmussenW06, author = {Carl Edward Rasmussen and Christopher K. I. Williams}, title = {Gaussian processes for machine learning}, series = {Adaptive computation and machine learning}, publisher = {{MIT} Press}, year = {2006}, url = {https://www.worldcat.org/oclc/61285753}, isbn = {026218253X}, timestamp = {Fri, 17 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/lib/RasmussenW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/LehrachHW06, author = {Wolfgang P. Lehrach and Dirk Husmeier and Christopher K. I. Williams}, title = {A regularized discriminative model for the prediction of protein-peptide interactions}, journal = {Bioinform.}, volume = {22}, number = {5}, pages = {532--540}, year = {2006}, url = {https://doi.org/10.1093/bioinformatics/bti804}, doi = {10.1093/BIOINFORMATICS/BTI804}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/LehrachHW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cgo/AgakovBCFFOTTW06, author = {Felix V. Agakov and Edwin V. Bonilla and John Cavazos and Bj{\"{o}}rn Franke and Grigori Fursin and Michael F. P. O'Boyle and John Thomson and Marc Toussaint and Christopher K. I. Williams}, title = {Using Machine Learning to Focus Iterative Optimization}, booktitle = {Fourth {IEEE/ACM} International Symposium on Code Generation and Optimization {(CGO} 2006), 26-29 March 2006, New York, New York, {USA}}, pages = {295--305}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/CGO.2006.37}, doi = {10.1109/CGO.2006.37}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cgo/AgakovBCFFOTTW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/clor/PonceBEFHLMSRTWZZ06, author = {Jean Ponce and Tamara L. Berg and Mark Everingham and David A. Forsyth and Martial Hebert and Svetlana Lazebnik and Marcin Marszalek and Cordelia Schmid and Bryan C. Russell and Antonio Torralba and Christopher K. I. Williams and Jianguo Zhang and Andrew Zisserman}, editor = {Jean Ponce and Martial Hebert and Cordelia Schmid and Andrew Zisserman}, title = {Dataset Issues in Object Recognition}, booktitle = {Toward Category-Level Object Recognition}, series = {Lecture Notes in Computer Science}, volume = {4170}, pages = {29--48}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11957959\_2}, doi = {10.1007/11957959\_2}, timestamp = {Fri, 17 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/clor/PonceBEFHLMSRTWZZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/clor/TitsiasW06, author = {Michalis K. Titsias and Christopher K. I. Williams}, editor = {Jean Ponce and Martial Hebert and Cordelia Schmid and Andrew Zisserman}, title = {Sequential Learning of Layered Models from Video}, booktitle = {Toward Category-Level Object Recognition}, series = {Lecture Notes in Computer Science}, volume = {4170}, pages = {577--595}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11957959\_29}, doi = {10.1007/11957959\_29}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/clor/TitsiasW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BonillaWACTO06, author = {Edwin V. Bonilla and Christopher K. I. Williams and Felix V. Agakov and John Cavazos and John Thomson and Michael F. P. O'Boyle}, editor = {William W. Cohen and Andrew W. Moore}, title = {Predictive search distributions}, booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006}, series = {{ACM} International Conference Proceeding Series}, volume = {148}, pages = {121--128}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1143844.1143860}, doi = {10.1145/1143844.1143860}, timestamp = {Tue, 19 Nov 2019 09:25:06 +0100}, biburl = {https://dblp.org/rec/conf/icml/BonillaWACTO06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/Williams05, author = {Christopher K. I. Williams}, title = {How to Pretend That Correlated Variables Are Independent by Using Difference Observations}, journal = {Neural Comput.}, volume = {17}, number = {1}, pages = {1--6}, year = {2005}, url = {https://doi.org/10.1162/0899766052530884}, doi = {10.1162/0899766052530884}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/Williams05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/Shawe-TaylorWCK05, author = {John Shawe{-}Taylor and Christopher K. I. Williams and Nello Cristianini and Jaz S. Kandola}, title = {On the eigenspectrum of the gram matrix and the generalization error of kernel-PCA}, journal = {{IEEE} Trans. Inf. Theory}, volume = {51}, number = {7}, pages = {2510--2522}, year = {2005}, url = {https://doi.org/10.1109/TIT.2005.850052}, doi = {10.1109/TIT.2005.850052}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/Shawe-TaylorWCK05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/AllanTW05, author = {Moray Allan and Michalis K. Titsias and Christopher K. I. Williams}, editor = {William F. Clocksin and Andrew W. Fitzgibbon and Philip H. S. Torr}, title = {Fast Learning of Sprites using Invariant Features}, booktitle = {Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005}, publisher = {British Machine Vision Association}, year = {2005}, url = {https://doi.org/10.5244/C.19.6}, doi = {10.5244/C.19.6}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/AllanTW05.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/nips/WilliamsQM05, author = {Christopher K. I. Williams and John A. Quinn and Neil McIntosh}, title = {Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {1513--1520}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/aeefb050911334869a7a5d9e4d0e1689-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WilliamsQM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pci/TitsiasW05, author = {Michalis K. Titsias and Christopher K. I. Williams}, editor = {Panayiotis Bozanis and Elias N. Houstis}, title = {Unsupervised Learning of Multiple Aspects of Moving Objects from Video}, booktitle = {Advances in Informatics, 10th Panhellenic Conference on Informatics, {PCI} 2005, Volos, Greece, November 11-13, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3746}, pages = {746--756}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11573036\_71}, doi = {10.1007/11573036\_71}, timestamp = {Tue, 14 May 2019 10:00:35 +0200}, biburl = {https://dblp.org/rec/conf/pci/TitsiasW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recomb/LehrachHW05, author = {Wolfgang P. Lehrach and Dirk Husmeier and Christopher K. I. Williams}, editor = {Eleazar Eskin and Trey Ideker and Benjamin J. Raphael and Christopher T. Workman}, title = {Probabilistic \emph{in Silico} Prediction of Protein-Peptide Interactions}, booktitle = {Systems Biology and Regulatory Genomics, Joint Annual {RECOMB} 2005 Satellite Workshops on Systems Biology and on Regulatory Genomics, San Diego, CA, USA; December 2-4, 2005, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {4023}, pages = {188--197}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/978-3-540-48540-7\_16}, doi = {10.1007/978-3-540-48540-7\_16}, timestamp = {Mon, 13 May 2019 09:30:09 +0200}, biburl = {https://dblp.org/rec/conf/recomb/LehrachHW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/WilliamsT04, author = {Christopher K. I. Williams and Michalis K. Titsias}, title = {Greedy Learning of Multiple Objects in Images Using Robust Statistics and Factorial Learning}, journal = {Neural Comput.}, volume = {16}, number = {5}, pages = {1039--1062}, year = {2004}, url = {https://doi.org/10.1162/089976604773135096}, doi = {10.1162/089976604773135096}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/WilliamsT04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/TitsiasW04, author = {Michalis K. Titsias and Christopher K. I. Williams}, title = {Fast Unsupervised Greedy Learning of Multiple Objects and Parts from Video}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2004, Washington, DC, USA, June 27 - July 2, 2004}, pages = {179}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/CVPR.2004.346}, doi = {10.1109/CVPR.2004.346}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/TitsiasW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsmml/SollichW04, author = {Peter Sollich and Christopher K. I. Williams}, editor = {Joab R. Winkler and Mahesan Niranjan and Neil D. Lawrence}, title = {Understanding Gaussian Process Regression Using the Equivalent Kernel}, 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 = {211--228}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/11559887\_13}, doi = {10.1007/11559887\_13}, timestamp = {Thu, 26 Mar 2020 08:49:01 +0100}, biburl = {https://dblp.org/rec/conf/dsmml/SollichW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AllanW04, author = {Moray Allan and Christopher K. I. Williams}, title = {Harmonising Chorales by Probabilistic Inference}, booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver, British Columbia, Canada]}, pages = {25--32}, year = {2004}, url = {https://proceedings.neurips.cc/paper/2004/hash/b628386c9b92481fab68fbf284bd6a64-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/AllanW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SollichW04, author = {Peter Sollich and Christopher K. I. Williams}, title = {Using the Equivalent Kernel to Understand Gaussian Process Regression}, booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver, British Columbia, Canada]}, pages = {1313--1320}, year = {2004}, url = {https://proceedings.neurips.cc/paper/2004/hash/d89a66c7c80a29b1bdbab0f2a1a94af8-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SollichW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ivc/AdamsW03, author = {Nicholas J. Adams and Christopher K. I. Williams}, title = {Dynamic trees for image modelling}, journal = {Image Vis. Comput.}, volume = {21}, number = {10}, pages = {865--877}, year = {2003}, url = {https://doi.org/10.1016/S0262-8856(03)00073-8}, doi = {10.1016/S0262-8856(03)00073-8}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ivc/AdamsW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/StorkeyW03, author = {Amos J. Storkey and Christopher K. I. Williams}, title = {Image Modeling with Position-Encoding Dynamic Trees}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {25}, number = {7}, pages = {859--871}, year = {2003}, url = {https://doi.org/10.1109/TPAMI.2003.1206515}, doi = {10.1109/TPAMI.2003.1206515}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/StorkeyW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/SeegerWL03, author = {Matthias W. Seeger and Christopher K. I. Williams and Neil D. Lawrence}, editor = {Christopher M. Bishop and Brendan J. Frey}, title = {Fast Forward Selection to Speed Up Sparse Gaussian Process Regression}, booktitle = {Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2003, Key West, Florida, USA, January 3-6, 2003}, pages = {254--261}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2003}, url = {https://proceedings.mlr.press/r4/seeger03a.html}, timestamp = {Fri, 05 Jul 2024 15:44:55 +0200}, biburl = {https://dblp.org/rec/conf/aistats/SeegerWL03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WellingAW03, author = {Max Welling and Felix V. Agakov and Christopher K. I. Williams}, editor = {Sebastian Thrun and Lawrence K. Saul and Bernhard Sch{\"{o}}lkopf}, title = {Extreme Components Analysis}, booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and Whistler, British Columbia, Canada]}, pages = {137--144}, publisher = {{MIT} Press}, year = {2003}, url = {https://proceedings.neurips.cc/paper/2003/hash/c5dc3e08849bec07e33ca353de62ea04-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WellingAW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scalespace/Carreira-PerpinanW03, author = {Miguel {\'{A}}. Carreira{-}Perpi{\~{n}}{\'{a}}n and Christopher K. I. Williams}, editor = {Lewis D. Griffin and Martin Lillholm}, title = {On the Number of Modes of a Gaussian Mixture}, booktitle = {Scale Space Methods in Computer Vision, 4th International Conference, Scale-Space 2003, Isle of Skye, UK, June 10-12, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2695}, pages = {625--640}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/3-540-44935-3\_44}, doi = {10.1007/3-540-44935-3\_44}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/scalespace/Carreira-PerpinanW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/StorkeyHWM03, author = {Amos J. Storkey and Nigel C. Hambly and Christopher K. I. Williams and Robert G. Mann}, editor = {Christopher Meek and Uffe Kj{\ae}rulff}, title = {Renewal Strings for Cleaning Astronomical Databases}, booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial Intelligence, Acapulco, Mexico, August 7-10 2003}, pages = {559--566}, publisher = {Morgan Kaufmann}, year = {2003}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=974\&\#38;proceeding\_id=19}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/StorkeyHWM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Williams02, author = {Christopher K. I. Williams}, title = {On a Connection between Kernel {PCA} and Metric Multidimensional Scaling}, journal = {Mach. Learn.}, volume = {46}, number = {1-3}, pages = {11--19}, year = {2002}, url = {https://doi.org/10.1023/A:1012485807823}, doi = {10.1023/A:1012485807823}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Williams02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/WilliamsA02, author = {Christopher K. I. Williams and Felix V. Agakov}, title = {Products of Gaussians and Probabilistic Minor Component Analysis}, journal = {Neural Comput.}, volume = {14}, number = {5}, pages = {1169--1182}, year = {2002}, url = {https://doi.org/10.1162/089976602753633439}, doi = {10.1162/089976602753633439}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neco/WilliamsA02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/FengWF02, author = {Xiaojuan Feng and Christopher K. I. Williams and Stephen N. Felderhof}, title = {Combining Belief Networks and Neural Networks for Scene Segmentation}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {24}, number = {4}, pages = {467--483}, year = {2002}, url = {https://doi.org/10.1109/34.993555}, doi = {10.1109/34.993555}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/FengWF02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/Shawe-TaylorWCK02, author = {John Shawe{-}Taylor and Christopher K. I. Williams and Nello Cristianini and Jaz S. Kandola}, editor = {Nicol{\`{o}} Cesa{-}Bianchi and Masayuki Numao and R{\"{u}}diger Reischuk}, title = {On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum}, booktitle = {Algorithmic Learning Theory, 13th International Conference, {ALT} 2002, L{\"{u}}beck, Germany, November 24-26, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2533}, pages = {23--40}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-36169-3\_4}, doi = {10.1007/3-540-36169-3\_4}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/alt/Shawe-TaylorWCK02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dis/Shawe-TaylorWCK02, author = {John Shawe{-}Taylor and Christopher K. I. Williams and Nello Cristianini and Jaz S. Kandola}, editor = {Steffen Lange and Ken Satoh and Carl H. Smith}, title = {On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum}, booktitle = {Discovery Science, 5th International Conference, {DS} 2002, L{\"{u}}beck, Germany, November 24-26, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2534}, pages = {12}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-36182-0\_3}, doi = {10.1007/3-540-36182-0\_3}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dis/Shawe-TaylorWCK02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/AdamsW02, author = {Nicholas J. Adams and Christopher K. I. Williams}, editor = {Anders Heyden and Gunnar Sparr and Mads Nielsen and Peter Johansen}, title = {Dynamic Trees: Learning to Model Outdoor Scenes}, booktitle = {Computer Vision - {ECCV} 2002, 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {2353}, pages = {82--96}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-47979-1\_6}, doi = {10.1007/3-540-47979-1\_6}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/eccv/AdamsW02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Shawe-TaylorW02, author = {John Shawe{-}Taylor and Christopher K. I. Williams}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {The Stability of Kernel Principal Components Analysis and its Relation to the Process Eigenspectrum}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {367--374}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/f516dfb84b9051ed85b89cdc3a8ab7f5-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Shawe-TaylorW02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WilliamsT02, author = {Christopher K. I. Williams and Michalis K. Titsias}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {Learning About Multiple Objects in Images: Factorial Learning without Factorial Search}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {1391--1398}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/c3614206a443012045cfd75d2600af2d-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WilliamsT02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/VivarelliW01, author = {Francesco Vivarelli and Christopher K. I. Williams}, title = {Comparing Bayesian neural network algorithms for classifying segmented outdoor images}, journal = {Neural Networks}, volume = {14}, number = {4-5}, pages = {427--437}, year = {2001}, url = {https://doi.org/10.1016/S0893-6080(01)00024-7}, doi = {10.1016/S0893-6080(01)00024-7}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/VivarelliW01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/StorkeyW01, author = {Amos J. Storkey and Christopher K. I. Williams}, editor = {Thomas S. Richardson and Tommi S. Jaakkola}, title = {Dynamic Positional Trees for Structural Image Analysis}, booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7, 2001}, pages = {286--292}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2001}, url = {https://proceedings.mlr.press/r3/storkey01a.html}, timestamp = {Fri, 05 Jul 2024 15:47:03 +0200}, biburl = {https://dblp.org/rec/conf/aistats/StorkeyW01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WilliamsAF01, author = {Christopher K. I. Williams and Felix V. Agakov and Stephen N. Felderhof}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {Products of Gaussians}, 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 = {1017--1024}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/8232e119d8f59aa83050a741631803a6-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WilliamsAF01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/NabneyCW00, author = {Ian T. Nabney and Dan Cornford and Christopher K. I. Williams}, title = {Bayesian inference for wind field retrieval}, journal = {Neurocomputing}, volume = {30}, number = {1-4}, pages = {3--11}, year = {2000}, url = {https://doi.org/10.1016/S0925-2312(99)00136-8}, doi = {10.1016/S0925-2312(99)00136-8}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/NabneyCW00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WilliamsV00, author = {Christopher K. I. Williams and Francesco Vivarelli}, title = {Upper and Lower Bounds on the Learning Curve for Gaussian Processes}, journal = {Mach. Learn.}, volume = {40}, number = {1}, pages = {77--102}, year = {2000}, url = {https://doi.org/10.1023/A:1007601601278}, doi = {10.1023/A:1007601601278}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WilliamsV00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WilliamsS00, author = {Christopher K. I. Williams and Matthias W. Seeger}, editor = {Pat Langley}, title = {The Effect of the Input Density Distribution on Kernel-based Classifiers}, booktitle = {Proceedings of the Seventeenth International Conference on Machine Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June 29 - July 2, 2000}, pages = {1159--1166}, publisher = {Morgan Kaufmann}, year = {2000}, timestamp = {Wed, 06 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/WilliamsS00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/AdamsSWG00, author = {Nicholas J. Adams and Amos J. Storkey and Christopher K. I. Williams and Zoubin Ghahramani}, title = {MFDTs: Mean Field Dynamic Trees}, booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona, Spain, September 3-8, 2000}, pages = {3151--3154}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/ICPR.2000.903506}, doi = {10.1109/ICPR.2000.903506}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/AdamsSWG00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Williams00, author = {Christopher K. I. Williams}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {On a Connection between Kernel {PCA} and Metric Multidimensional Scaling}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {675--681}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/d4b2aeb2453bdadaa45cbe9882ffefcf-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Williams00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WilliamsS00, author = {Christopher K. I. Williams and Matthias W. Seeger}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {Using the Nystr{\"{o}}m Method to Speed Up Kernel Machines}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {682--688}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/19de10adbaa1b2ee13f77f679fa1483a-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WilliamsS00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Williams99, author = {Christopher K. I. Williams}, editor = {Sara A. Solla and Todd K. Leen and Klaus{-}Robert M{\"{u}}ller}, title = {A {MCMC} Approach to Hierarchical Mixture Modelling}, booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference, Denver, Colorado, USA, November 29 - December 4, 1999]}, pages = {680--686}, publisher = {The {MIT} Press}, year = {1999}, url = {http://papers.nips.cc/paper/1650-a-mcmc-approach-to-hierarchical-mixture-modelling}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Williams99.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/neco/Williams98, author = {Christopher K. I. Williams}, title = {Computation with Infinite Neural Networks}, journal = {Neural Comput.}, volume = {10}, number = {5}, pages = {1203--1216}, year = {1998}, url = {https://doi.org/10.1162/089976698300017412}, doi = {10.1162/089976698300017412}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/Williams98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/WilliamsB98, author = {Christopher K. I. Williams and David Barber}, title = {Bayesian Classification With Gaussian Processes}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {20}, number = {12}, pages = {1342--1351}, year = {1998}, url = {https://doi.org/10.1109/34.735807}, doi = {10.1109/34.735807}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/WilliamsB98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Ferrari-TrecateWO98, author = {Giancarlo Ferrari{-}Trecate and Christopher K. I. Williams and Manfred Opper}, editor = {Michael J. Kearns and Sara A. Solla and David A. Cohn}, title = {Finite-Dimensional Approximation of Gaussian Processes}, booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 5, 1998]}, pages = {218--224}, publisher = {The {MIT} Press}, year = {1998}, url = {http://papers.nips.cc/paper/1497-finite-dimensional-approximation-of-gaussian-processes}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Ferrari-TrecateWO98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VivarelliW98, author = {Francesco Vivarelli and Christopher K. I. Williams}, editor = {Michael J. Kearns and Sara A. Solla and David A. Cohn}, title = {Discovering Hidden Features with Gaussian Processes Regression}, booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 5, 1998]}, pages = {613--619}, publisher = {The {MIT} Press}, year = {1998}, url = {http://papers.nips.cc/paper/1579-discovering-hidden-features-with-gaussian-processes-regression}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/VivarelliW98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WilliamsA98, author = {Christopher K. I. Williams and Nicholas J. Adams}, editor = {Michael J. Kearns and Sara A. Solla and David A. Cohn}, title = {DTs: Dynamic Trees}, booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 5, 1998]}, pages = {634--640}, publisher = {The {MIT} Press}, year = {1998}, url = {http://papers.nips.cc/paper/1535-dts-dynamic-trees}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WilliamsA98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CornfordNW98, author = {Dan Cornford and Ian T. Nabney and Christopher K. I. Williams}, editor = {Michael J. Kearns and Sara A. Solla and David A. Cohn}, title = {Adding Constrained Discontinuities to Gaussian Process Models of Wind Fields}, booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 5, 1998]}, pages = {861--867}, publisher = {The {MIT} Press}, year = {1998}, url = {http://papers.nips.cc/paper/1502-adding-constrained-discontinuities-to-gaussian-process-models-of-wind-fields}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CornfordNW98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/12/Williams98, author = {Christopher K. I. Williams}, editor = {Michael I. Jordan}, title = {Prediction with Gaussian Processes: From Linear Regression to Linear Prediction and Beyond}, booktitle = {Learning in Graphical Models}, series = {{NATO} {ASI} Series}, volume = {89}, pages = {599--621}, publisher = {Springer Netherlands}, year = {1998}, url = {https://doi.org/10.1007/978-94-011-5014-9\_23}, doi = {10.1007/978-94-011-5014-9\_23}, timestamp = {Thu, 28 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/sp/12/Williams98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/WilliamsRH97, author = {Christopher K. I. Williams and Michael Revow and Geoffrey E. Hinton}, title = {Instantiating Deformable Models with a Neural Net}, journal = {Comput. Vis. Image Underst.}, volume = {68}, number = {1}, pages = {120--126}, year = {1997}, url = {https://doi.org/10.1006/cviu.1997.0540}, doi = {10.1006/CVIU.1997.0540}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/WilliamsRH97.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 = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GoldbergWB97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/RevowWH96, author = {Michael Revow and Christopher K. I. Williams and Geoffrey E. Hinton}, title = {Using Generative Models for Handwritten Digit Recognition}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {18}, number = {6}, pages = {592--606}, year = {1996}, url = {https://doi.org/10.1109/34.506410}, doi = {10.1109/34.506410}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/RevowWH96.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 = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/BishopSW96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Williams96, author = {Christopher K. I. Williams}, editor = {Michael Mozer and Michael I. Jordan and Thomas Petsche}, title = {Computing with Infinite Networks}, booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver, CO, USA, December 2-5, 1996}, pages = {295--301}, publisher = {{MIT} Press}, year = {1996}, url = {http://papers.nips.cc/paper/1197-computing-with-infinite-networks}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Williams96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BarberW96, author = {David Barber and Christopher K. I. Williams}, editor = {Michael Mozer and Michael I. Jordan and Thomas Petsche}, title = {Gaussian Processes for Bayesian Classification via Hybrid Monte Carlo}, booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver, CO, USA, December 2-5, 1996}, pages = {340--346}, publisher = {{MIT} Press}, year = {1996}, url = {http://papers.nips.cc/paper/1232-gaussian-processes-for-bayesian-classification-via-hybrid-monte-carlo}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BarberW96.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/nn/ZemelWM95, author = {Richard S. Zemel and Christopher K. I. Williams and Michael Mozer}, title = {Lending direction to neural networks}, journal = {Neural Networks}, volume = {8}, number = {4}, pages = {503--512}, year = {1995}, url = {https://doi.org/10.1016/0893-6080(94)00094-3}, doi = {10.1016/0893-6080(94)00094-3}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/ZemelWM95.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} }
@inproceedings{DBLP:conf/nips/WilliamsR95, author = {Christopher K. I. Williams and Carl Edward Rasmussen}, editor = {David S. Touretzky and Michael Mozer and Michael E. Hasselmo}, title = {Gaussian Processes for Regression}, booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver, CO, USA, November 27-30, 1995}, pages = {514--520}, publisher = {{MIT} Press}, year = {1995}, url = {http://papers.nips.cc/paper/1048-gaussian-processes-for-regression}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WilliamsR95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ca/Williams94, author = {Christopher K. I. Williams}, title = {Combining deformable models and neural networks for handprinted digit recognition}, school = {University of Toronto, Canada}, year = {1994}, url = {https://librarysearch.library.utoronto.ca/permalink/01UTORONTO\_INST/14bjeso/alma991106412250606196}, timestamp = {Wed, 10 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ca/Williams94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WilliamsRH94, author = {Christopher K. I. Williams and Michael Revow and Geoffrey E. Hinton}, editor = {Gerald Tesauro and David S. Touretzky and Todd K. Leen}, title = {Using a neural net to instantiate a deformable model}, booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference, Denver, Colorado, USA, 1994]}, pages = {965--972}, publisher = {{MIT} Press}, year = {1994}, url = {https://proceedings.neurips.cc/paper\_files/paper/1994/hash/fba9d88164f3e2d9109ee770223212a0-Abstract.html}, timestamp = {Wed, 18 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/WilliamsRH94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/MozerZBW92, author = {Michael C. Mozer and Richard S. Zemel and Marlene Behrmann and Christopher K. I. Williams}, title = {Learning to Segment Images Using Dynamic Feature Binding}, journal = {Neural Comput.}, volume = {4}, number = {5}, pages = {650--665}, year = {1992}, url = {https://doi.org/10.1162/neco.1992.4.5.650}, doi = {10.1162/NECO.1992.4.5.650}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/MozerZBW92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZemelWM92, author = {Richard S. Zemel and Christopher K. I. Williams and Michael Mozer}, editor = {Stephen Jose Hanson and Jack D. Cowan and C. Lee Giles}, title = {Directional-Unit Boltzmann Machines}, booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 3, 1992]}, pages = {172--179}, publisher = {Morgan Kaufmann}, year = {1992}, url = {http://papers.nips.cc/paper/674-directional-unit-boltzmann-machines}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZemelWM92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HintonWR91, author = {Geoffrey E. Hinton and Christopher K. I. Williams and Michael Revow}, editor = {John E. Moody and Stephen Jose Hanson and Richard Lippmann}, title = {Adaptive Elastic Models for Hand-Printed Character Recognition}, booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference, Denver, Colorado, USA, December 2-5, 1991]}, pages = {512--519}, publisher = {Morgan Kaufmann}, year = {1991}, url = {http://papers.nips.cc/paper/533-adaptive-elastic-models-for-hand-printed-character-recognition}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/HintonWR91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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