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@inproceedings{DBLP:conf/www/DamianouFGNWPL24,
author = {Andreas Damianou and
Francesco Fabbri and
Paul Gigioli and
Marco De Nadai and
Alice Wang and
Enrico Palumbo and
Mounia Lalmas},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {Towards Graph Foundation Models for Personalization},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {1798--1802},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3651980},
doi = {10.1145/3589335.3651980},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DamianouFGNWPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NadaiFGWLSKLRGN24,
author = {Marco De Nadai and
Francesco Fabbri and
Paul Gigioli and
Alice Wang and
Ang Li and
Fabrizio Silvestri and
Laura Kim and
Shawn Lin and
Vladan Radosavljevic and
Sandeep Ghael and
David Nyhan and
Hugues Bouchard and
Mounia Lalmas and
Andreas Damianou},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {Personalized Audiobook Recommendations at Spotify Through Graph Neural
Networks},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {403--412},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3648339},
doi = {10.1145/3589335.3648339},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/NadaiFGWLSKLRGN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05185,
author = {Marco De Nadai and
Francesco Fabbri and
Paul Gigioli and
Alice Wang and
Ang Li and
Fabrizio Silvestri and
Laura Kim and
Shawn Lin and
Vladan Radosavljevic and
Sandeep Ghael and
David Nyhan and
Hugues Bouchard and
Mounia Lalmas{-}Roelleke and
Andreas Damianou},
title = {Personalized Audiobook Recommendations at Spotify Through Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2403.05185},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05185},
doi = {10.48550/ARXIV.2403.05185},
eprinttype = {arXiv},
eprint = {2403.05185},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07478,
author = {Andreas Damianou and
Francesco Fabbri and
Paul Gigioli and
Marco De Nadai and
Alice Wang and
Enrico Palumbo and
Mounia Lalmas},
title = {Towards Graph Foundation Models for Personalization},
journal = {CoRR},
volume = {abs/2403.07478},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07478},
doi = {10.48550/ARXIV.2403.07478},
eprinttype = {arXiv},
eprint = {2403.07478},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19749,
author = {Andrea Bacciu and
Enrico Palumbo and
Andreas Damianou and
Nicola Tonellotto and
Fabrizio Silvestri},
title = {Generating Query Recommendations via LLMs},
journal = {CoRR},
volume = {abs/2405.19749},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19749},
doi = {10.48550/ARXIV.2405.19749},
eprinttype = {arXiv},
eprint = {2405.19749},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/FilippouGNED23,
author = {Antria Filippou and
Andreas Georgiou and
Anastasia Nikolaou and
Nikolas Evripidou and
Christakis Damianou},
title = {Advanced software for MRgFUS treatment planning},
journal = {Comput. Methods Programs Biomed.},
volume = {240},
pages = {107726},
year = {2023},
url = {https://doi.org/10.1016/j.cmpb.2023.107726},
doi = {10.1016/J.CMPB.2023.107726},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/FilippouGNED23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PalumboDWLFFFSB23,
author = {Enrico Palumbo and
Andreas Damianou and
Alice Wang and
Alva Liu and
Ghazal Fazelnia and
Francesco Fabbri and
Rui Ferreira and
Fabrizio Silvestri and
Hugues Bouchard and
Claudia Hauff and
Mounia Lalmas and
Ben Carterette and
Praveen Chandar and
David Nyhan},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Graph Learning for Exploratory Query Suggestions in an Instant Search
System},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4780--4786},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615481},
doi = {10.1145/3583780.3615481},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/PalumboDWLFFFSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DamianouLE21,
author = {Andreas C. Damianou and
Neil D. Lawrence and
Carl Henrik Ek},
title = {Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor
Analysis},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {86:1--86:51},
year = {2021},
url = {http://jmlr.org/papers/v22/16-179.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/DamianouLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaddoxTMWD21,
author = {Wesley J. Maddox and
Shuai Tang and
Pablo Garcia Moreno and
Andrew Gordon Wilson and
Andreas C. Damianou},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Fast Adaptation with Linearized Neural Networks},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2737--2745},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/maddox21a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaddoxTMWD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TonoliniMDM21,
author = {Francesco Tonolini and
Pablo Garcia Moreno and
Andreas C. Damianou and
Roderick Murray{-}Smith},
title = {Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted
Data},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=YtMG5ex0ou},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TonoliniMDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01439,
author = {Wesley J. Maddox and
Shuai Tang and
Pablo Garcia Moreno and
Andrew Gordon Wilson and
Andreas C. Damianou},
title = {Fast Adaptation with Linearized Neural Networks},
journal = {CoRR},
volume = {abs/2103.01439},
year = {2021},
url = {https://arxiv.org/abs/2103.01439},
eprinttype = {arXiv},
eprint = {2103.01439},
timestamp = {Fri, 05 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuMXSOLD20,
author = {Shell Xu Hu and
Pablo Garcia Moreno and
Yang Xiao and
Xi Shen and
Guillaume Obozinski and
Neil D. Lawrence and
Andreas C. Damianou},
title = {Empirical Bayes Transductive Meta-Learning with Synthetic Gradients},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Hkg-xgrYvH},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuMXSOLD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11498,
author = {Shuai Tang and
Wesley J. Maddox and
Charlie Dickens and
Tom Diethe and
Andreas C. Damianou},
title = {Similarity of Neural Networks with Gradients},
journal = {CoRR},
volume = {abs/2003.11498},
year = {2020},
url = {https://arxiv.org/abs/2003.11498},
eprinttype = {arXiv},
eprint = {2003.11498},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03499,
author = {Benjamin van Niekerk and
Andreas C. Damianou and
Benjamin Rosman},
title = {Online Constrained Model-based Reinforcement Learning},
journal = {CoRR},
volume = {abs/2004.03499},
year = {2020},
url = {https://arxiv.org/abs/2004.03499},
eprinttype = {arXiv},
eprint = {2004.03499},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12696,
author = {Shell Xu Hu and
Pablo Garcia Moreno and
Yang Xiao and
Xi Shen and
Guillaume Obozinski and
Neil D. Lawrence and
Andreas C. Damianou},
title = {Empirical Bayes Transductive Meta-Learning with Synthetic Gradients},
journal = {CoRR},
volume = {abs/2004.12696},
year = {2020},
url = {https://arxiv.org/abs/2004.12696},
eprinttype = {arXiv},
eprint = {2004.12696},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16938,
author = {Francesco Tonolini and
Pablo Garcia Moreno and
Andreas C. Damianou and
Roderick Murray{-}Smith},
title = {Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted
Data},
journal = {CoRR},
volume = {abs/2006.16938},
year = {2020},
url = {https://arxiv.org/abs/2006.16938},
eprinttype = {arXiv},
eprint = {2006.16938},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AhnHDLD19,
author = {Sungsoo Ahn and
Shell Xu Hu and
Andreas C. Damianou and
Neil D. Lawrence and
Zhenwen Dai},
title = {Variational Information Distillation for Knowledge Transfer},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {9163--9171},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Ahn\_Variational\_Information\_Distillation\_for\_Knowledge\_Transfer\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00938},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AhnHDLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FlennerhagMLD19,
author = {Sebastian Flennerhag and
Pablo Garcia Moreno and
Neil D. Lawrence and
Andreas C. Damianou},
title = {Transferring Knowledge across Learning Processes},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HygBZnRctX},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FlennerhagMLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07320,
author = {Kurt Cutajar and
Mark Pullin and
Andreas C. Damianou and
Neil D. Lawrence and
Javier Gonz{\'{a}}lez},
title = {Deep Gaussian Processes for Multi-fidelity Modeling},
journal = {CoRR},
volume = {abs/1903.07320},
year = {2019},
url = {http://arxiv.org/abs/1903.07320},
eprinttype = {arXiv},
eprint = {1903.07320},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05835,
author = {Sungsoo Ahn and
Shell Xu Hu and
Andreas C. Damianou and
Neil D. Lawrence and
Zhenwen Dai},
title = {Variational Information Distillation for Knowledge Transfer},
journal = {CoRR},
volume = {abs/1904.05835},
year = {2019},
url = {http://arxiv.org/abs/1904.05835},
eprinttype = {arXiv},
eprint = {1904.05835},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10641,
author = {Bharathan Balaji and
Jordan Bell{-}Masterson and
Enes Bilgin and
Andreas C. Damianou and
Pablo Moreno Garcia and
Arpit Jain and
Runfei Luo and
Alvaro Maggiar and
Balakrishnan Narayanaswamy and
Chun Ye},
title = {{ORL:} Reinforcement Learning Benchmarks for Online Stochastic Optimization
Problems},
journal = {CoRR},
volume = {abs/1911.10641},
year = {2019},
url = {http://arxiv.org/abs/1911.10641},
eprinttype = {arXiv},
eprint = {1911.10641},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-10641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/Moulin-FrierFPP18,
author = {Cl{\'{e}}ment Moulin{-}Frier and
Tobias Fischer and
Maxime Petit and
Gr{\'{e}}goire Pointeau and
Jordi{-}Ysard Puigbo and
Ugo Pattacini and
Sock Ching Low and
Daniel Camilleri and
Phuong D. H. Nguyen and
Matej Hoffmann and
Hyung Jin Chang and
Martina Zambelli and
Anne{-}Laure Mealier and
Andreas C. Damianou and
Giorgio Metta and
Tony J. Prescott and
Yiannis Demiris and
Peter Ford Dominey and
Paul F. M. J. Verschure},
title = {DAC-h3: {A} Proactive Robot Cognitive Architecture to Acquire and
Express Knowledge About the World and the Self},
journal = {{IEEE} Trans. Cogn. Dev. Syst.},
volume = {10},
number = {4},
pages = {1005--1022},
year = {2018},
url = {https://doi.org/10.1109/TCDS.2017.2754143},
doi = {10.1109/TCDS.2017.2754143},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tamd/Moulin-FrierFPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YangDDM18,
author = {Jie Yang and
Thomas Drake and
Andreas C. Damianou and
Yoelle Maarek},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Leveraging Crowdsourcing Data for Deep Active Learning An Application:
Learning Intents in Alexa},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {23--32},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186033},
doi = {10.1145/3178876.3186033},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/YangDDM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04223,
author = {Jie Yang and
Thomas Drake and
Andreas C. Damianou and
Yoelle Maarek},
title = {Leveraging Crowdsourcing Data For Deep Active Learning - An Application:
Learning Intents in Alexa},
journal = {CoRR},
volume = {abs/1803.04223},
year = {2018},
url = {http://arxiv.org/abs/1803.04223},
eprinttype = {arXiv},
eprint = {1803.04223},
timestamp = {Sat, 09 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01655,
author = {Vinayak Kumar and
Vaibhav Singh and
P. K. Srijith and
Andreas C. Damianou},
title = {Deep Gaussian Processes with Convolutional Kernels},
journal = {CoRR},
volume = {abs/1806.01655},
year = {2018},
url = {http://arxiv.org/abs/1806.01655},
eprinttype = {arXiv},
eprint = {1806.01655},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01054,
author = {Sebastian Flennerhag and
Pablo Garcia Moreno and
Neil D. Lawrence and
Andreas C. Damianou},
title = {Transferring Knowledge across Learning Processes},
journal = {CoRR},
volume = {abs/1812.01054},
year = {2018},
url = {http://arxiv.org/abs/1812.01054},
eprinttype = {arXiv},
eprint = {1812.01054},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GonzalezDDL17,
author = {Javier Gonz{\'{a}}lez and
Zhenwen Dai and
Andreas C. Damianou and
Neil D. Lawrence},
editor = {Doina Precup and
Yee Whye Teh},
title = {Preferential Bayesian Optimization},
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 = {1282--1291},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gonzalez17a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GonzalezDDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JinDAS17,
author = {Ming Jin and
Andreas C. Damianou and
Pieter Abbeel and
Costas J. Spanos},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Inverse Reinforcement Learning via Deep Gaussian Process},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/48.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/JinDAS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NiekerkDR17,
author = {Benjamin van Niekerk and
Andreas C. Damianou and
Benjamin Rosman},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Online Constrained Model-based Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/276.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NiekerkDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouLE17,
author = {Andreas C. Damianou and
Neil D. Lawrence and
Carl Henrik Ek},
title = {Manifold Alignment Determination: finding correspondences across different
data views},
journal = {CoRR},
volume = {abs/1701.03449},
year = {2017},
url = {http://arxiv.org/abs/1701.03449},
eprinttype = {arXiv},
eprint = {1701.03449},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouLE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Moulin-FrierFPP17,
author = {Cl{\'{e}}ment Moulin{-}Frier and
Tobias Fischer and
Maxime Petit and
Gr{\'{e}}goire Pointeau and
Jordi{-}Ysard Puigbo and
Ugo Pattacini and
Sock Ching Low and
Daniel Camilleri and
Phuong D. H. Nguyen and
Matej Hoffmann and
Hyung Jin Chang and
Martina Zambelli and
Anne{-}Laure Mealier and
Andreas C. Damianou and
Giorgio Metta and
Tony J. Prescott and
Yiannis Demiris and
Peter Ford Dominey and
Paul F. M. J. Verschure},
title = {DAC-h3: {A} Proactive Robot Cognitive Architecture to Acquire and
Express Knowledge About the World and the Self},
journal = {CoRR},
volume = {abs/1706.03661},
year = {2017},
url = {http://arxiv.org/abs/1706.03661},
eprinttype = {arXiv},
eprint = {1706.03661},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Moulin-FrierFPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DamianouTL16,
author = {Andreas C. Damianou and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Variational Inference for Latent Variables and Uncertain Inputs in
Gaussian Processes},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {42:1--42:62},
year = {2016},
url = {http://jmlr.org/papers/v17/damianou16a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DamianouTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/BekirogluDDSKE16,
author = {Yasemin Bekiroglu and
Andreas C. Damianou and
Renaud Detry and
Johannes A. Stork and
Danica Kragic and
Carl Henrik Ek},
editor = {Danica Kragic and
Antonio Bicchi and
Alessandro De Luca},
title = {Probabilistic consolidation of grasp experience},
booktitle = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
2016, Stockholm, Sweden, May 16-21, 2016},
pages = {193--200},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICRA.2016.7487133},
doi = {10.1109/ICRA.2016.7487133},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/BekirogluDDSKE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lm/CamilleriDJLP16,
author = {Daniel Camilleri and
Andreas C. Damianou and
Harry Jackson and
Neil D. Lawrence and
Tony J. Prescott},
editor = {Nathan F. Lepora and
Anna Mura and
Michael Mangan and
Paul F. M. J. Verschure and
Marc P. Y. Desmulliez and
Tony J. Prescott},
title = {iCub Visual Memory Inspector: Visualising the iCub's Thoughts},
booktitle = {Biomimetic and Biohybrid Systems - 5th International Conference, Living
Machines 2016, Edinburgh, UK, July 19-22, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9793},
pages = {48--57},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42417-0\_5},
doi = {10.1007/978-3-319-42417-0\_5},
timestamp = {Sun, 25 Oct 2020 22:45:09 +0100},
biburl = {https://dblp.org/rec/conf/lm/CamilleriDJLP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robio/Martinez-Hernandez16,
author = {Uriel Martinez{-}Hernandez and
Andreas C. Damianou and
Daniel Camilleri and
Luke W. Boorman and
Neil D. Lawrence and
Tony J. Prescott},
title = {An integrated probabilistic framework for robot perception, learning
and memory},
booktitle = {2016 {IEEE} International Conference on Robotics and Biomimetics,
{ROBIO} 2016, Qingdao, China, December 3-7, 2016},
pages = {1796--1801},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ROBIO.2016.7866589},
doi = {10.1109/ROBIO.2016.7866589},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robio/Martinez-Hernandez16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taros/CamilleriBMDP16,
author = {Daniel Camilleri and
Luke W. Boorman and
Uriel Martinez{-}Hernandez and
Andreas C. Damianou and
Tony J. Prescott},
editor = {Lyuba Alboul and
Dana D. Damian and
Jonathan M. Aitken},
title = {A Bioinspired Approach to Vision},
booktitle = {Towards Autonomous Robotic Systems - 17th Annual Conference, {TAROS}
2016, Sheffield, UK, June 26 - July 1, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9716},
pages = {40--52},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-40379-3\_5},
doi = {10.1007/978-3-319-40379-3\_5},
timestamp = {Mon, 03 Jan 2022 22:19:33 +0100},
biburl = {https://dblp.org/rec/conf/taros/CamilleriBMDP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/DaiDGL15,
author = {Zhenwen Dai and
Andreas C. Damianou and
Javier Gonz{\'{a}}lez and
Neil D. Lawrence},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Variational Auto-encoded Deep Gaussian Processes},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.06455},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DaiDGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/MattosDDFBL15,
author = {C{\'{e}}sar Lincoln C. Mattos and
Zhenwen Dai and
Andreas C. Damianou and
Jeremy Forth and
Guilherme A. Barreto and
Neil D. Lawrence},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Recurrent Gaussian Processes},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.06644},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MattosDDFBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouLE16,
author = {Andreas C. Damianou and
Neil D. Lawrence and
Carl Henrik Ek},
title = {Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor
Analysis},
journal = {CoRR},
volume = {abs/1604.04939},
year = {2016},
url = {http://arxiv.org/abs/1604.04939},
eprinttype = {arXiv},
eprint = {1604.04939},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouLE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lm/BoormanDMP15,
author = {Luke W. Boorman and
Andreas C. Damianou and
Uriel Martinez{-}Hernandez and
Tony J. Prescott},
editor = {Stuart P. Wilson and
Paul F. M. J. Verschure and
Anna Mura and
Tony J. Prescott},
title = {Extending a Hippocampal Model for Navigation Around a Maze Generated
from Real-World Data},
booktitle = {Biomimetic and Biohybrid Systems - 4th International Conference, Living
Machines 2015, Barcelona, Spain, July 28 - 31, 2015, Proceedings,
1st Edition},
series = {Lecture Notes in Computer Science},
volume = {9222},
pages = {441--452},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22979-9\_44},
doi = {10.1007/978-3-319-22979-9\_44},
timestamp = {Sun, 25 Oct 2020 22:45:08 +0100},
biburl = {https://dblp.org/rec/conf/lm/BoormanDMP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lm/DamianouEBLP15,
author = {Andreas C. Damianou and
Carl Henrik Ek and
Luke Boorman and
Neil D. Lawrence and
Tony J. Prescott},
editor = {Stuart P. Wilson and
Paul F. M. J. Verschure and
Anna Mura and
Tony J. Prescott},
title = {A Top-Down Approach for a Synthetic Autobiographical Memory System},
booktitle = {Biomimetic and Biohybrid Systems - 4th International Conference, Living
Machines 2015, Barcelona, Spain, July 28 - 31, 2015, Proceedings,
1st Edition},
series = {Lecture Notes in Computer Science},
volume = {9222},
pages = {280--292},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22979-9\_28},
doi = {10.1007/978-3-319-22979-9\_28},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lm/DamianouEBLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DamianouL15,
author = {Andreas C. Damianou and
Neil D. Lawrence},
editor = {Marina Meila and
Tom Heskes},
title = {Semi-described and semi-supervised learning with Gaussian processes},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {228--237},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/226.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/DamianouL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouL15,
author = {Andreas C. Damianou and
Neil D. Lawrence},
title = {Semi-described and semi-supervised learning with Gaussian processes},
journal = {CoRR},
volume = {abs/1509.01168},
year = {2015},
url = {http://arxiv.org/abs/1509.01168},
eprinttype = {arXiv},
eprint = {1509.01168},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VasishtDVK14,
author = {Deepak Vasisht and
Andreas C. Damianou and
Manik Varma and
Ashish Kapoor},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Active learning for sparse bayesian multilabel classification},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {472--481},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623759},
doi = {10.1145/2623330.2623759},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/VasishtDVK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiDHL14,
author = {Zhenwen Dai and
Andreas C. Damianou and
James Hensman and
Neil D. Lawrence},
title = {Gaussian Process Models with Parallelization and {GPU} acceleration},
journal = {CoRR},
volume = {abs/1410.4984},
year = {2014},
url = {http://arxiv.org/abs/1410.4984},
eprinttype = {arXiv},
eprint = {1410.4984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiDHL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouTL14,
author = {Andreas C. Damianou and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Variational Inference for Uncertainty on the Inputs of Gaussian Process
Models},
journal = {CoRR},
volume = {abs/1409.2287},
year = {2014},
url = {http://arxiv.org/abs/1409.2287},
eprinttype = {arXiv},
eprint = {1409.2287},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DamianouL13,
author = {Andreas C. Damianou and
Neil D. Lawrence},
title = {Deep Gaussian Processes},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {207--215},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/damianou13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DamianouL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DamianouETL12,
author = {Andreas C. Damianou and
Carl Henrik Ek and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Manifold Relevance Determination},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/94.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DamianouETL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4610,
author = {Andreas C. Damianou and
Carl Henrik Ek and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Manifold Relevance Determination},
journal = {CoRR},
volume = {abs/1206.4610},
year = {2012},
url = {http://arxiv.org/abs/1206.4610},
eprinttype = {arXiv},
eprint = {1206.4610},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-0358,
author = {Andreas C. Damianou and
Neil D. Lawrence},
title = {Deep Gaussian Processes},
journal = {CoRR},
volume = {abs/1211.0358},
year = {2012},
url = {http://arxiv.org/abs/1211.0358},
eprinttype = {arXiv},
eprint = {1211.0358},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-0358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DamianouTL11,
author = {Andreas C. Damianou and
Michalis K. Titsias and
Neil D. Lawrence},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Variational Gaussian Process Dynamical Systems},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2510--2518},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/af4732711661056eadbf798ba191272a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DamianouTL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-4985,
author = {Andreas C. Damianou and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Variational Gaussian Process Dynamical Systems},
journal = {CoRR},
volume = {abs/1107.4985},
year = {2011},
url = {http://arxiv.org/abs/1107.4985},
eprinttype = {arXiv},
eprint = {1107.4985},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-4985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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