BibTeX records: Christopher Yau

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@article{DBLP:journals/bmcbi/NulsenHAYUYA24,
  author       = {Joel Nulsen and
                  Nosheen Hussain and
                  Aws Al{-}Deka and
                  Jason Yap and
                  Khalil Uddin and
                  Christopher Yau and
                  Ahmed Ashour Ahmed},
  title        = {Correction: Completing a genomic characterisation of microscopic tumour
                  samples with copy number},
  journal      = {{BMC} Bioinform.},
  volume       = {25},
  number       = {1},
  pages        = {20},
  year         = {2024},
  url          = {https://doi.org/10.1186/s12859-024-05642-8},
  doi          = {10.1186/S12859-024-05642-8},
  timestamp    = {Fri, 19 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/NulsenHAYUYA24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bmcbi/XingY24,
  author       = {Hanwen Xing and
                  Christopher Yau},
  title        = {Bayesian inference for identifying tumour-specific cancer dependencies
                  through integration of ex-vivo drug response assays and drug-protein
                  profiling},
  journal      = {{BMC} Bioinform.},
  volume       = {25},
  number       = {1},
  pages        = {104},
  year         = {2024},
  url          = {https://doi.org/10.1186/s12859-024-05682-0},
  doi          = {10.1186/S12859-024-05682-0},
  timestamp    = {Mon, 18 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/XingY24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2403-06338,
  author       = {Kaspar M{\"{a}}rtens and
                  Christopher Yau},
  title        = {Disentangling shared and private latent factors in multimodal Variational
                  Autoencoders},
  journal      = {CoRR},
  volume       = {abs/2403.06338},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.06338},
  doi          = {10.48550/ARXIV.2403.06338},
  eprinttype    = {arXiv},
  eprint       = {2403.06338},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-06338.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bioinformatics/MartensBMSCY23,
  author       = {Kaspar M{\"{a}}rtens and
                  Michele Bortolomeazzi and
                  Lucia Montorsi and
                  Jo Spencer and
                  Francesca D. Ciccarelli and
                  Christopher Yau},
  title        = {Rarity: discovering rare cell populations from single-cell imaging
                  data},
  journal      = {Bioinform.},
  volume       = {39},
  number       = {12},
  year         = {2023},
  url          = {https://doi.org/10.1093/bioinformatics/btad750},
  doi          = {10.1093/BIOINFORMATICS/BTAD750},
  timestamp    = {Fri, 15 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/MartensBMSCY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bmcbi/NulsenHAYUYA23,
  author       = {Joel Nulsen and
                  Nosheen Hussain and
                  Aws Al{-}Deka and
                  Jason Yap and
                  Khalil Uddin and
                  Christopher Yau and
                  Ahmed Ashour Ahmed},
  title        = {Completing a genomic characterisation of microscopic tumour samples
                  with copy number},
  journal      = {{BMC} Bioinform.},
  volume       = {24},
  number       = {1},
  pages        = {453},
  year         = {2023},
  url          = {https://doi.org/10.1186/s12859-023-05576-7},
  doi          = {10.1186/S12859-023-05576-7},
  timestamp    = {Mon, 11 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/NulsenHAYUYA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mie/GuntherYEW23,
  author       = {Franziska G{\"{u}}nther and
                  Christopher Yau and
                  Sarah Elison{-}Davies and
                  David Wong},
  editor       = {Maria H{\"{a}}gglund and
                  Madeleine Blusi and
                  Stefano Bonacina and
                  Lina Nilsson and
                  Inge Cort Madsen and
                  Sylvia Pelayo and
                  Anne Moen and
                  Arriel Benis and
                  Lars Lindsk{\"{o}}ld and
                  Parisis Gallos},
  title        = {On the Difficulty of Predicting Engagement with Digital Health for
                  Substance Use},
  booktitle    = {Caring is Sharing - Exploiting the Value in Data for Health and Innovation
                  - Proceedings of {MIE} 2023, Gothenburg, Sweden, 22 - 25 May 2023},
  series       = {Studies in Health Technology and Informatics},
  volume       = {302},
  pages        = {967--971},
  publisher    = {{IOS} Press},
  year         = {2023},
  url          = {https://doi.org/10.3233/SHTI230319},
  doi          = {10.3233/SHTI230319},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mie/GuntherYEW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2301-08187,
  author       = {Fabian Falck and
                  Christopher Williams and
                  Dominic Danks and
                  George Deligiannidis and
                  Christopher Yau and
                  Chris C. Holmes and
                  Arnaud Doucet and
                  Matthew Willetts},
  title        = {A Multi-Resolution Framework for U-Nets with Applications to Hierarchical
                  VAEs},
  journal      = {CoRR},
  volume       = {abs/2301.08187},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.08187},
  doi          = {10.48550/ARXIV.2301.08187},
  eprinttype    = {arXiv},
  eprint       = {2301.08187},
  timestamp    = {Fri, 27 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-08187.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/DanksY22,
  author       = {Dominic Danks and
                  Christopher Yau},
  editor       = {Gustau Camps{-}Valls and
                  Francisco J. R. Ruiz and
                  Isabel Valera},
  title        = {Derivative-Based Neural Modelling of Cumulative Distribution Functions
                  for Survival Analysis},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2022, 28-30 March 2022, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {151},
  pages        = {7240--7256},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v151/danks22a.html},
  timestamp    = {Sat, 30 Sep 2023 09:34:08 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/DanksY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ml4h/GaddNY22,
  author       = {Charles Gadd and
                  Krishnarajah Nirantharakumar and
                  Christopher Yau},
  editor       = {Antonio Parziale and
                  Monica Agrawal and
                  Shalmali Joshi and
                  Irene Y. Chen and
                  Shengpu Tang and
                  Luis Oala and
                  Adarsh Subbaswamy},
  title        = {mmVAE: multimorbidity clustering using Relaxed Bernoulli {\(\beta\)}-Variational
                  Autoencoders},
  booktitle    = {Machine Learning for Health, {ML4H} 2022, 28 November 2022, New Orleans,
                  Lousiana, {USA} {\&} Virtual},
  series       = {Proceedings of Machine Learning Research},
  volume       = {193},
  pages        = {88--102},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v193/gadd22a.html},
  timestamp    = {Fri, 17 Feb 2023 16:29:10 +0100},
  biburl       = {https://dblp.org/rec/conf/ml4h/GaddNY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ml4h/KimJY22,
  author       = {Woojung Kim and
                  Paul A. Jenkins and
                  Christopher Yau},
  editor       = {Antonio Parziale and
                  Monica Agrawal and
                  Shalmali Joshi and
                  Irene Y. Chen and
                  Shengpu Tang and
                  Luis Oala and
                  Adarsh Subbaswamy},
  title        = {Feature Allocation Approach for Multimorbidity Trajectory Modelling},
  booktitle    = {Machine Learning for Health, {ML4H} 2022, 28 November 2022, New Orleans,
                  Lousiana, {USA} {\&} Virtual},
  series       = {Proceedings of Machine Learning Research},
  volume       = {193},
  pages        = {103--119},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v193/kim22a.html},
  timestamp    = {Fri, 17 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ml4h/KimJY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/FalckWDDYHDW22,
  author       = {Fabian Falck and
                  Christopher Williams and
                  Dominic Danks and
                  George Deligiannidis and
                  Christopher Yau and
                  Chris C. Holmes and
                  Arnaud Doucet and
                  Matthew Willetts},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {A Multi-Resolution Framework for U-Nets with Applications to Hierarchical
                  VAEs},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/63f471bb806bf5a3c0a19a99acf5a12a-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/FalckWDDYHDW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/DanksY21,
  author       = {Dominic Danks and
                  Christopher Yau},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and
                  Feature-Level Clustering with Derivative-Based Variational Autoencoders},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {2410--2420},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/danks21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/DanksY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/FalckZWNYH21,
  author       = {Fabian Falck and
                  Haoting Zhang and
                  Matthew Willetts and
                  George Nicholson and
                  Christopher Yau and
                  Chris C. Holmes},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Multi-Facet Clustering Variational Autoencoders},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {8676--8690},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/48cb136b65a69e8c2aa22913a0d91b2f-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FalckZWNYH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2106-05241,
  author       = {Fabian Falck and
                  Haoting Zhang and
                  Matthew Willetts and
                  George Nicholson and
                  Christopher Yau and
                  Christopher C. Holmes},
  title        = {Multi-Facet Clustering Variational Autoencoders},
  journal      = {CoRR},
  volume       = {abs/2106.05241},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.05241},
  eprinttype    = {arXiv},
  eprint       = {2106.05241},
  timestamp    = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-05241.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/MartensY20,
  author       = {Kaspar M{\"{a}}rtens and
                  Christopher Yau},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {Neural Decomposition: Functional {ANOVA} with Variational Autoencoders},
  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        = {2917--2927},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/martens20a.html},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MartensY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/MartensY20a,
  author       = {Kaspar M{\"{a}}rtens and
                  Christopher Yau},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {BasisVAE: Translation-invariant feature-level clustering with Variational
                  Autoencoders},
  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        = {2928--2937},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/martens20b.html},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MartensY20a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2003-03462,
  author       = {Kaspar M{\"{a}}rtens and
                  Christopher Yau},
  title        = {BasisVAE: Translation-invariant feature-level clustering with Variational
                  Autoencoders},
  journal      = {CoRR},
  volume       = {abs/2003.03462},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.03462},
  eprinttype    = {arXiv},
  eprint       = {2003.03462},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-03462.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2006-14293,
  author       = {Kaspar M{\"{a}}rtens and
                  Christopher Yau},
  title        = {Neural Decomposition: Functional {ANOVA} with Variational Autoencoders},
  journal      = {CoRR},
  volume       = {abs/2006.14293},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.14293},
  eprinttype    = {arXiv},
  eprint       = {2006.14293},
  timestamp    = {Thu, 02 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-14293.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bioinformatics/CampbellY19,
  author       = {Kieran R. Campbell and
                  Christopher Yau},
  title        = {A descriptive marker gene approach to single-cell pseudotime inference},
  journal      = {Bioinform.},
  volume       = {35},
  number       = {1},
  pages        = {28--35},
  year         = {2019},
  url          = {https://doi.org/10.1093/bioinformatics/bty498},
  doi          = {10.1093/BIOINFORMATICS/BTY498},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/CampbellY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/MartensTY19,
  author       = {Kaspar M{\"{a}}rtens and
                  Michalis K. Titsias and
                  Christopher Yau},
  editor       = {Kamalika Chaudhuri and
                  Masashi Sugiyama},
  title        = {Augmented Ensemble {MCMC} sampling in Factorial Hidden Markov 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        = {2359--2367},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v89/martens19a.html},
  timestamp    = {Fri, 07 Jun 2019 09:03:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MartensTY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/MartensCY19,
  author       = {Kaspar M{\"{a}}rtens and
                  Kieran R. Campbell and
                  Christopher Yau},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Decomposing feature-level variation with Covariate Gaussian Process
                  Latent Variable Models},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {4372--4381},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/martens19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MartensCY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1907-00063,
  author       = {Tammo Rukat and
                  Christopher Yau},
  title        = {Bayesian Nonparametric Boolean Factor Models},
  journal      = {CoRR},
  volume       = {abs/1907.00063},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.00063},
  eprinttype    = {arXiv},
  eprint       = {1907.00063},
  timestamp    = {Mon, 08 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-00063.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dsaa/Ahlmann-EltzeY18,
  author       = {Constantin Ahlmann{-}Eltze and
                  Christopher Yau},
  editor       = {Francesco Bonchi and
                  Foster J. Provost and
                  Tina Eliassi{-}Rad and
                  Wei Wang and
                  Ciro Cattuto and
                  Rayid Ghani},
  title        = {MixDir: Scalable Bayesian Clustering for High-Dimensional Categorical
                  Data},
  booktitle    = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
                  {DSAA} 2018, Turin, Italy, October 1-3, 2018},
  pages        = {526--539},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/DSAA.2018.00068},
  doi          = {10.1109/DSAA.2018.00068},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dsaa/Ahlmann-EltzeY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/RukatHY18,
  author       = {Tammo Rukat and
                  Christopher C. Holmes and
                  Christopher Yau},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Probabilistic Boolean Tensor Decomposition},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {4410--4419},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/rukat18a.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RukatHY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1805-04582,
  author       = {Tammo Rukat and
                  Christopher C. Holmes and
                  Christopher Yau},
  title        = {TensOrMachine: Probabilistic Boolean Tensor Decomposition},
  journal      = {CoRR},
  volume       = {abs/1805.04582},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.04582},
  eprinttype    = {arXiv},
  eprint       = {1805.04582},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-04582.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1810-06983,
  author       = {Kaspar M{\"{a}}rtens and
                  Kieran R. Campbell and
                  Christopher Yau},
  title        = {Covariate Gaussian Process Latent Variable Models},
  journal      = {CoRR},
  volume       = {abs/1810.06983},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.06983},
  eprinttype    = {arXiv},
  eprint       = {1810.06983},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-06983.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bioinformatics/CampbellY17,
  author       = {Kieran R. Campbell and
                  Christopher Yau},
  title        = {switchde: inference of switch-like differential expression along single-cell
                  trajectories},
  journal      = {Bioinform.},
  volume       = {33},
  number       = {8},
  pages        = {1241--1242},
  year         = {2017},
  url          = {https://doi.org/10.1093/bioinformatics/btw798},
  doi          = {10.1093/BIOINFORMATICS/BTW798},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/CampbellY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/RukatHTY17,
  author       = {Tammo Rukat and
                  Christopher C. Holmes and
                  Michalis K. Titsias and
                  Christopher Yau},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Bayesian Boolean Matrix Factorisation},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {2969--2978},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/rukat17a.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RukatHTY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/LawYS17,
  author       = {Ho Chung Leon Law and
                  Christopher Yau and
                  Dino Sejdinovic},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Testing and Learning on Distributions with Symmetric Noise Invariance},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {1343--1353},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/67d16d00201083a2b118dd5128dd6f59-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LawYS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/RukatHTY17,
  author       = {Tammo Rukat and
                  Christopher C. Holmes and
                  Michalis K. Titsias and
                  Christopher Yau},
  title        = {Bayesian Boolean Matrix Factorisation},
  journal      = {CoRR},
  volume       = {abs/1702.06166},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.06166},
  eprinttype    = {arXiv},
  eprint       = {1702.06166},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/RukatHTY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bmcbi/ZurauskieneY16,
  author       = {Justina Zurauskiene and
                  Christopher Yau},
  title        = {pcaReduce: hierarchical clustering of single cell transcriptional
                  profiles},
  journal      = {{BMC} Bioinform.},
  volume       = {17},
  pages        = {140},
  year         = {2016},
  url          = {https://doi.org/10.1186/s12859-016-0984-y},
  doi          = {10.1186/S12859-016-0984-Y},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcbi/ZurauskieneY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ploscb/CampbellY16,
  author       = {Kieran R. Campbell and
                  Christopher Yau},
  title        = {Order Under Uncertainty: Robust Differential Expression Analysis Using
                  Probabilistic Models for Pseudotime Inference},
  journal      = {PLoS Comput. Biol.},
  volume       = {12},
  number       = {11},
  year         = {2016},
  url          = {https://doi.org/10.1371/journal.pcbi.1005212},
  doi          = {10.1371/JOURNAL.PCBI.1005212},
  timestamp    = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ploscb/CampbellY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/TitsiasY14,
  author       = {Michalis K. Titsias and
                  Christopher Yau},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Hamming Ball Auxiliary Sampling for Factorial Hidden Markov Models},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {2960--2968},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/4e6cd95227cb0c280e99a195be5f6615-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/TitsiasY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bioinformatics/BeckerYHH13,
  author       = {Jeremie Becker and
                  Christopher Yau and
                  John M. Hancock and
                  Christopher C. Holmes},
  title        = {NucleoFinder: a statistical approach for the detection of nucleosome
                  positions},
  journal      = {Bioinform.},
  volume       = {29},
  number       = {6},
  pages        = {711--716},
  year         = {2013},
  url          = {https://doi.org/10.1093/bioinformatics/bts719},
  doi          = {10.1093/BIOINFORMATICS/BTS719},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/BeckerYHH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bioinformatics/Yau13,
  author       = {Christopher Yau},
  title        = {OncoSNP-SEQ: a statistical approach for the identification of somatic
                  copy number alterations from next-generation sequencing of cancer
                  genomes},
  journal      = {Bioinform.},
  volume       = {29},
  number       = {19},
  pages        = {2482--2484},
  year         = {2013},
  url          = {https://doi.org/10.1093/bioinformatics/btt416},
  doi          = {10.1093/BIOINFORMATICS/BTT416},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/Yau13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/TitsiasYH13,
  author       = {Michalis K. Titsias and
                  Christopher Yau and
                  Christopher C. Holmes},
  title        = {Statistical Inference in Hidden Markov Models using {\textdollar}k{\textdollar}-segment
                  Constraints},
  journal      = {CoRR},
  volume       = {abs/1311.1189},
  year         = {2013},
  url          = {http://arxiv.org/abs/1311.1189},
  eprinttype    = {arXiv},
  eprint       = {1311.1189},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TitsiasYH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bioinformatics/GiannoulatouYCRH08,
  author       = {Eleni Giannoulatou and
                  Christopher Yau and
                  Stefano Colella and
                  Jiannis Ragoussis and
                  Christopher C. Holmes},
  title        = {GenoSNP: a variational Bayes within-sample {SNP} genotyping algorithm
                  that does not require a reference population},
  journal      = {Bioinform.},
  volume       = {24},
  number       = {19},
  pages        = {2209--2214},
  year         = {2008},
  url          = {https://doi.org/10.1093/bioinformatics/btn386},
  doi          = {10.1093/BIOINFORMATICS/BTN386},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/GiannoulatouYCRH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/isbi/YauW07,
  author       = {Christopher Yau and
                  James Wakefield},
  title        = {Quantitative Image Analysis of Chromosome Dynamics in Early Drosophila
                  Embryos},
  booktitle    = {Proceedings of the 2007 {IEEE} International Symposium on Biomedical
                  Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007},
  pages        = {264--267},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ISBI.2007.356839},
  doi          = {10.1109/ISBI.2007.356839},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/YauW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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