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ORCIDBibTeX records: Atilim Günes Baydin
@article{DBLP:journals/corr/abs-2402-04830,
author = {Giacomo Acciarini and
Atilim G{\"{u}}nes Baydin and
Dario Izzo},
title = {Closing the Gap Between {SGP4} and High-Precision Propagation via
Differentiable Programming},
journal = {CoRR},
volume = {abs/2402.04830},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04830},
doi = {10.48550/ARXIV.2402.04830},
eprinttype = {arXiv},
eprint = {2402.04830},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17688,
author = {Yoshua Bengio and
Geoffrey E. Hinton and
Andrew Yao and
Dawn Song and
Pieter Abbeel and
Yuval Noah Harari and
Ya{-}Qin Zhang and
Lan Xue and
Shai Shalev{-}Shwartz and
Gillian K. Hadfield and
Jeff Clune and
Tegan Maharaj and
Frank Hutter and
Atilim G{\"{u}}nes Baydin and
Sheila A. McIlraith and
Qiqi Gao and
Ashwin Acharya and
David Krueger and
Anca D. Dragan and
Philip H. S. Torr and
Stuart Russell and
Daniel Kahneman and
Jan Brauner and
S{\"{o}}ren Mindermann},
title = {Managing {AI} Risks in an Era of Rapid Progress},
journal = {CoRR},
volume = {abs/2310.17688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17688},
doi = {10.48550/ARXIV.2310.17688},
eprinttype = {arXiv},
eprint = {2310.17688},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06845,
author = {Shreshth A. Malik and
James Walsh and
Giacomo Acciarini and
Thomas E. Berger and
Atilim G{\"{u}}nes Baydin},
title = {High-Cadence Thermospheric Density Estimation enabled by Machine Learning
on Solar Imagery},
journal = {CoRR},
volume = {abs/2312.06845},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06845},
doi = {10.48550/ARXIV.2312.06845},
eprinttype = {arXiv},
eprint = {2312.06845},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NaderipariziSMG22,
author = {Saeid Naderiparizi and
Adam {\'{S}}cibior and
Andreas Munk and
Mehrdad Ghadiri and
Atilim Gunes Baydin and
Bradley J. Gram{-}Hansen and
Christian A. Schr{\"{o}}der de Witt and
Robert Zinkov and
Philip H. S. Torr and
Tom Rainforth and
Yee Whye Teh and
Frank Wood},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Amortized Rejection Sampling in Universal Probabilistic Programming},
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 = {8392--8412},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/naderiparizi22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NaderipariziSMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NguyenTGTB22,
author = {A. Tuan Nguyen and
Toan Tran and
Yarin Gal and
Philip H. S. Torr and
Atilim Gunes Baydin},
title = {{KL} Guided Domain Adaptation},
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=0JzqUlIVVDd},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NguyenTGTB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/simultech/0002MBBW22,
author = {William Harvey and
Andreas Munk and
Atilim G{\"{u}}nes Baydin and
Alexander Bergholm and
Frank Wood},
editor = {Gerd Wagner and
Frank Werner and
Floriano De Rango},
title = {Attention for Inference Compilation},
booktitle = {Proceedings of the 12th International Conference on Simulation and
Modeling Methodologies, Technologies and Applications, {SIMULTECH}
2022, Lisbon, Portugal, July 14-16, 2022},
pages = {80--91},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011277700003274},
doi = {10.5220/0011277700003274},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/simultech/0002MBBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MunkZSBSFPW22,
author = {Andreas Munk and
Berend Zwartsenberg and
Adam {\'{S}}cibior and
Atilim G{\"{u}}nes Baydin and
Andrew Stewart and
Goran Fernlund and
Anoush Poursartip and
Frank Wood},
editor = {James Cussens and
Kun Zhang},
title = {Probabilistic surrogate networks for simulators with unbounded randomness},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1423--1433},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/munk22a.html},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MunkZSBSFPW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08587,
author = {Atilim G{\"{u}}nes Baydin and
Barak A. Pearlmutter and
Don Syme and
Frank Wood and
Philip H. S. Torr},
title = {Gradients without Backpropagation},
journal = {CoRR},
volume = {abs/2202.08587},
year = {2022},
url = {https://arxiv.org/abs/2202.08587},
eprinttype = {arXiv},
eprint = {2202.08587},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09512,
author = {Valentina Salvatelli and
Luiz F. G. dos Santos and
Souvik Bose and
Brad Neuberg and
Mark C. M. Cheung and
Miho Janvier and
Meng Jin and
Yarin Gal and
Atilim Gunes Baydin},
title = {Exploring the Limits of Synthetic Creation of Solar {EUV} Images via
Image-to-Image Translation},
journal = {CoRR},
volume = {abs/2208.09512},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09512},
doi = {10.48550/ARXIV.2208.09512},
eprinttype = {arXiv},
eprint = {2208.09512},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenTGB21,
author = {A. Tuan Nguyen and
Toan Tran and
Yarin Gal and
Atilim Gunes Baydin},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Domain Invariant Representation Learning with Domain Density Transformations},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {5264--5275},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/2a2717956118b4d223ceca17ce3865e2-Abstract.html},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/NguyenTGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03989,
author = {Alexander Lavin and
Ciar{\'{a}}n M. Gilligan{-}Lee and
Alessya Visnjic and
Siddha Ganju and
Dava Newman and
Sujoy Ganguly and
Danny Lange and
Atilim G{\"{u}}nes Baydin and
Amit Sharma and
Adam Gibson and
Yarin Gal and
Eric P. Xing and
Chris Mattmann and
James Parr},
title = {Technology Readiness Levels for Machine Learning Systems},
journal = {CoRR},
volume = {abs/2101.03989},
year = {2021},
url = {https://arxiv.org/abs/2101.03989},
eprinttype = {arXiv},
eprint = {2101.03989},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05082,
author = {A. Tuan Nguyen and
Toan Tran and
Yarin Gal and
Atilim G{\"{u}}nes Baydin},
title = {Domain Invariant Representation Learning with Domain Density Transformations},
journal = {CoRR},
volume = {abs/2102.05082},
year = {2021},
url = {https://arxiv.org/abs/2102.05082},
eprinttype = {arXiv},
eprint = {2102.05082},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07780,
author = {A. Tuan Nguyen and
Toan Tran and
Yarin Gal and
Philip H. S. Torr and
Atilim G{\"{u}}nes Baydin},
title = {{KL} Guided Domain Adaptation},
journal = {CoRR},
volume = {abs/2106.07780},
year = {2021},
url = {https://arxiv.org/abs/2106.07780},
eprinttype = {arXiv},
eprint = {2106.07780},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02483,
author = {Andrew Gambardella and
Bogdan State and
Naeemullah Khan and
Leo Tsourides and
Philip H. S. Torr and
Atilim G{\"{u}}nes Baydin},
title = {Detecting and Quantifying Malicious Activity with Simulation-based
Inference},
journal = {CoRR},
volume = {abs/2110.02483},
year = {2021},
url = {https://arxiv.org/abs/2110.02483},
eprinttype = {arXiv},
eprint = {2110.02483},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03235,
author = {Alexander Lavin and
Hector Zenil and
Brooks Paige and
David Krakauer and
Justin Gottschlich and
Tim Mattson and
Anima Anandkumar and
Sanjay Choudry and
Kamil Rocki and
Atilim G{\"{u}}nes Baydin and
Carina Prunkl and
Olexandr Isayev and
Erik Peterson and
Peter L. McMahon and
Jakob H. Macke and
Kyle Cranmer and
Jiaxin Zhang and
Haruko M. Wainwright and
Adi Hanuka and
Manuela Veloso and
Samuel Assefa and
Stephan Zheng and
Avi Pfeffer},
title = {Simulation Intelligence: Towards a New Generation of Scientific Methods},
journal = {CoRR},
volume = {abs/2112.03235},
year = {2021},
url = {https://arxiv.org/abs/2112.03235},
eprinttype = {arXiv},
eprint = {2112.03235},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09051,
author = {Bernard Benson and
Edward Brown and
Stefano Bonasera and
Giacomo Acciarini and
Jorge A. P{\'{e}}rez{-}Hern{\'{a}}ndez and
Eric Sutton and
Moriba K. Jah and
Christopher Bridges and
Meng Jin and
Atilim G{\"{u}}nes Baydin},
title = {Simultaneous Multivariate Forecast of Space Weather Indices using
Deep Neural Network Ensembles},
journal = {CoRR},
volume = {abs/2112.09051},
year = {2021},
url = {https://arxiv.org/abs/2112.09051},
eprinttype = {arXiv},
eprint = {2112.09051},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/BehlBGTV20,
author = {Harkirat Singh Behl and
Atilim G{\"{u}}nes Baydin and
Ran Gal and
Philip H. S. Torr and
Vibhav Vineet},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {AutoSimulate: (Quickly) Learning Synthetic Data Generation},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXII}},
series = {Lecture Notes in Computer Science},
volume = {12367},
pages = {255--271},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58542-6\_16},
doi = {10.1007/978-3-030-58542-6\_16},
timestamp = {Tue, 17 Nov 2020 16:51:25 +0100},
biburl = {https://dblp.org/rec/conf/eccv/BehlBGTV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShirobokovBKUB20,
author = {Sergey Shirobokov and
Vladislav Belavin and
Michael Kagan and
Andrey Ustyuzhanin and
Atilim Gunes Baydin},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Black-Box Optimization with Local Generative Surrogates},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/a878dbebc902328b41dbf02aa87abb58-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShirobokovBKUB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04632,
author = {Sergey Shirobokov and
Vladislav Belavin and
Michael Kagan and
Andrey Ustyuzhanin and
Atilim G{\"{u}}nes Baydin},
title = {Differentiating the Black-Box: Optimization with Local Generative
Surrogates},
journal = {CoRR},
volume = {abs/2002.04632},
year = {2020},
url = {https://arxiv.org/abs/2002.04632},
eprinttype = {arXiv},
eprint = {2002.04632},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-07062,
author = {Christian Schr{\"{o}}der de Witt and
Bradley Gram{-}Hansen and
Nantas Nardelli and
Andrew Gambardella and
Robert Zinkov and
Puneet K. Dokania and
N. Siddharth and
Ana Belen Espinosa{-}Gonzalez and
Ara Darzi and
Philip H. S. Torr and
Atilim G{\"{u}}nes Baydin},
title = {Simulation-Based Inference for Global Health Decisions},
journal = {CoRR},
volume = {abs/2005.07062},
year = {2020},
url = {https://arxiv.org/abs/2005.07062},
eprinttype = {arXiv},
eprint = {2005.07062},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-07062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08424,
author = {Harkirat Singh Behl and
Atilim G{\"{u}}nes Baydin and
Ran Gal and
Philip H. S. Torr and
Vibhav Vineet},
title = {AutoSimulate: (Quickly) Learning Synthetic Data Generation},
journal = {CoRR},
volume = {abs/2008.08424},
year = {2020},
url = {https://arxiv.org/abs/2008.08424},
eprinttype = {arXiv},
eprint = {2008.08424},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10260,
author = {Giacomo Acciarini and
Francesco Pinto and
Sascha Metz and
Sarah Boufelja and
Sylvester Kaczmarek and
Klaus Merz and
Jos{\'{e}} A. Martinez{-}Heras and
Francesca Letizia and
Christopher Bridges and
Atilim G{\"{u}}nes Baydin},
title = {Spacecraft Collision Risk Assessment with Probabilistic Programming},
journal = {CoRR},
volume = {abs/2012.10260},
year = {2020},
url = {https://arxiv.org/abs/2012.10260},
eprinttype = {arXiv},
eprint = {2012.10260},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12450,
author = {Francesco Pinto and
Giacomo Acciarini and
Sascha Metz and
Sarah Boufelja and
Sylvester Kaczmarek and
Klaus Merz and
Jos{\'{e}} A. Martinez{-}Heras and
Francesca Letizia and
Christopher Bridges and
Atilim G{\"{u}}nes Baydin},
title = {Towards Automated Satellite Conjunction Management with Bayesian Deep
Learning},
journal = {CoRR},
volume = {abs/2012.12450},
year = {2020},
url = {https://arxiv.org/abs/2012.12450},
eprinttype = {arXiv},
eprint = {2012.12450},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14023,
author = {Luiz F. G. dos Santos and
Souvik Bose and
Valentina Salvatelli and
Brad Neuberg and
Mark C. M. Cheung and
Miho Janvier and
Meng Jin and
Yarin Gal and
Paul Boerner and
Atilim G{\"{u}}nes Baydin},
title = {Multi-Channel Auto-Calibration for the Atmospheric Imaging Assembly
using Machine Learning},
journal = {CoRR},
volume = {abs/2012.14023},
year = {2020},
url = {https://arxiv.org/abs/2012.14023},
eprinttype = {arXiv},
eprint = {2012.14023},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaydinSBHNM0GLM19,
author = {Atilim Gunes Baydin and
Lei Shao and
Wahid Bhimji and
Lukas Heinrich and
Saeid Naderiparizi and
Andreas Munk and
Jialin Liu and
Bradley Gram{-}Hansen and
Gilles Louppe and
Lawrence Meadows and
Philip H. S. Torr and
Victor W. Lee and
Kyle Cranmer and
Prabhat and
Frank Wood},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Efficient Probabilistic Inference in the Quest for Physics Beyond
the Standard Model},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {5460--5473},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/6d19c113404cee55b4036fce1a37c058-Abstract.html},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaydinSBHNM0GLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppig/BlackwellCEGGGB19,
author = {Alan F. Blackwell and
Luke Church and
Martin Erwig and
James Geddes and
Andy Gordon and
Maria I. Gorinova and
Atilim Gunes Baydin and
Bradley Gram{-}Hansen and
Tobias Kohn and
Neil Lawrence and
Vikash Mansinghka and
Brooks Paige and
Tomas Petricek and
Diana Robinson and
Advait Sarkar and
Oliver Strickson},
editor = {Mariana Marasoiu and
Luke Church and
Lindsay Marshall},
title = {Usability of Probabilistic Programming Languages},
booktitle = {Proceedings of the 30th Annual Workshop of the Psychology of Programming
Interest Group, {PPIG} 2019, Newcastle University, UK, August 28 -
30, 2019},
publisher = {Psychology of Programming Interest Group},
year = {2019},
url = {https://ppig.org/papers/2019-ppig-30th-blackwell/},
timestamp = {Thu, 19 May 2022 16:52:59 +0200},
biburl = {https://dblp.org/rec/conf/ppig/BlackwellCEGGGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/BaydinSBHM0MNGL19,
author = {Atilim G{\"{u}}nes Baydin and
Lei Shao and
Wahid Bhimji and
Lukas Heinrich and
Lawrence Meadows and
Jialin Liu and
Andreas Munk and
Saeid Naderiparizi and
Bradley Gram{-}Hansen and
Gilles Louppe and
Mingfei Ma and
Xiaohui Zhao and
Philip H. S. Torr and
Victor W. Lee and
Kyle Cranmer and
Prabhat and
Frank Wood},
editor = {Michela Taufer and
Pavan Balaji and
Antonio J. Pe{\~{n}}a},
title = {Etalumis: bringing probabilistic programming to scientific simulators
at scale},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2019, Denver, Colorado, USA,
November 17-19, 2019},
pages = {29:1--29:24},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3295500.3356180},
doi = {10.1145/3295500.3356180},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/BaydinSBHM0MNGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07435,
author = {Harkirat Singh Behl and
Atilim G{\"{u}}nes Baydin and
Philip H. S. Torr},
title = {Alpha {MAML:} Adaptive Model-Agnostic Meta-Learning},
journal = {CoRR},
volume = {abs/1905.07435},
year = {2019},
url = {http://arxiv.org/abs/1905.07435},
eprinttype = {arXiv},
eprint = {1905.07435},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10659,
author = {Adam D. Cobb and
Michael D. Himes and
Frank Soboczenski and
Simone Zorzan and
Molly D. O'Beirne and
Atilim G{\"{u}}nes Baydin and
Yarin Gal and
Shawn D. Domagal{-}Goldman and
Giada N. Arney and
Daniel Angerhausen},
title = {An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric
Retrieval},
journal = {CoRR},
volume = {abs/1905.10659},
year = {2019},
url = {http://arxiv.org/abs/1905.10659},
eprinttype = {arXiv},
eprint = {1905.10659},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12432,
author = {Bradley Gram{-}Hansen and
Christian Schr{\"{o}}der de Witt and
Tom Rainforth and
Philip H. S. Torr and
Yee Whye Teh and
Atilim G{\"{u}}nes Baydin},
title = {Hijacking Malaria Simulators with Probabilistic Programming},
journal = {CoRR},
volume = {abs/1905.12432},
year = {2019},
url = {http://arxiv.org/abs/1905.12432},
eprinttype = {arXiv},
eprint = {1905.12432},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03382,
author = {Atilim G{\"{u}}nes Baydin and
Lei Shao and
Wahid Bhimji and
Lukas Heinrich and
Lawrence Meadows and
Jialin Liu and
Andreas Munk and
Saeid Naderiparizi and
Bradley Gram{-}Hansen and
Gilles Louppe and
Mingfei Ma and
Xiaohui Zhao and
Philip H. S. Torr and
Victor W. Lee and
Kyle Cranmer and
Prabhat and
Frank Wood},
title = {Etalumis: Bringing Probabilistic Programming to Scientific Simulators
at Scale},
journal = {CoRR},
volume = {abs/1907.03382},
year = {2019},
url = {http://arxiv.org/abs/1907.03382},
eprinttype = {arXiv},
eprint = {1907.03382},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01570,
author = {Kara Lamb and
Garima Malhotra and
Athanasios Vlontzos and
Edward Wagstaff and
Atilim G{\"{u}}nes Baydin and
Anahita Bhiwandiwalla and
Yarin Gal and
Alfredo Kalaitzis and
Anthony Reina and
Asti Bhatt},
title = {Prediction of {GNSS} Phase Scintillations: {A} Machine Learning Approach},
journal = {CoRR},
volume = {abs/1910.01570},
year = {2019},
url = {http://arxiv.org/abs/1910.01570},
eprinttype = {arXiv},
eprint = {1910.01570},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03019,
author = {Gonzalo Mateo{-}Garcia and
Silviu Oprea and
Lewis Smith and
Josh Veitch{-}Michaelis and
Guy Schumann and
Yarin Gal and
Atilim G{\"{u}}nes Baydin and
Dietmar Backes},
title = {Flood Detection On Low Cost Orbital Hardware},
journal = {CoRR},
volume = {abs/1910.03019},
year = {2019},
url = {http://arxiv.org/abs/1910.03019},
eprinttype = {arXiv},
eprint = {1910.03019},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03085,
author = {Kara Lamb and
Garima Malhotra and
Athanasios Vlontzos and
Edward Wagstaff and
Atilim G{\"{u}}nes Baydin and
Anahita Bhiwandiwalla and
Yarin Gal and
Alfredo Kalaitzis and
Anthony Reina and
Asti Bhatt},
title = {Correlation of Auroral Dynamics and {GNSS} Scintillation with an Autoencoder},
journal = {CoRR},
volume = {abs/1910.03085},
year = {2019},
url = {http://arxiv.org/abs/1910.03085},
eprinttype = {arXiv},
eprint = {1910.03085},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06243,
author = {Adam D. Cobb and
Atilim G{\"{u}}nes Baydin and
Andrew Markham and
Stephen J. Roberts},
title = {Introducing an Explicit Symplectic Integration Scheme for Riemannian
Manifold Hamiltonian Monte Carlo},
journal = {CoRR},
volume = {abs/1910.06243},
year = {2019},
url = {http://arxiv.org/abs/1910.06243},
eprinttype = {arXiv},
eprint = {1910.06243},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09056,
author = {Saeid Naderiparizi and
Adam {\'{S}}cibior and
Andreas Munk and
Mehrdad Ghadiri and
Atilim G{\"{u}}nes Baydin and
Bradley Gram{-}Hansen and
Christian Schr{\"{o}}der de Witt and
Robert Zinkov and
Philip H. S. Torr and
Tom Rainforth and
Yee Whye Teh and
Frank Wood},
title = {Amortized Rejection Sampling in Universal Probabilistic Programming},
journal = {CoRR},
volume = {abs/1910.09056},
year = {2019},
url = {http://arxiv.org/abs/1910.09056},
eprinttype = {arXiv},
eprint = {1910.09056},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11950,
author = {Andreas Munk and
Adam {\'{S}}cibior and
Atilim G{\"{u}}nes Baydin and
Andrew Stewart and
Goran Fernlund and
Anoush Poursartip and
Frank Wood},
title = {Deep Probabilistic Surrogate Networks for Universal Simulator Approximation},
journal = {CoRR},
volume = {abs/1910.11950},
year = {2019},
url = {http://arxiv.org/abs/1910.11950},
eprinttype = {arXiv},
eprint = {1910.11950},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11961,
author = {William Harvey and
Andreas Munk and
Atilim G{\"{u}}nes Baydin and
Alexander Bergholm and
Frank Wood},
title = {Attention for Inference Compilation},
journal = {CoRR},
volume = {abs/1910.11961},
year = {2019},
url = {http://arxiv.org/abs/1910.11961},
eprinttype = {arXiv},
eprint = {1910.11961},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11961.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01486,
author = {Xavier Gitiaux and
Shane A. Maloney and
Anna Jungbluth and
Carl Shneider and
Paul J. Wright and
Atilim G{\"{u}}nes Baydin and
Michel Deudon and
Yarin Gal and
Alfredo Kalaitzis and
Andr{\'{e}}s Mu{\~{n}}oz{-}Jaramillo},
title = {Probabilistic Super-Resolution of Solar Magnetograms: Generating Many
Explanations and Measuring Uncertainties},
journal = {CoRR},
volume = {abs/1911.01486},
year = {2019},
url = {http://arxiv.org/abs/1911.01486},
eprinttype = {arXiv},
eprint = {1911.01486},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01490,
author = {Anna Jungbluth and
Xavier Gitiaux and
Shane A. Maloney and
Carl Shneider and
Paul J. Wright and
Alfredo Kalaitzis and
Michel Deudon and
Atilim G{\"{u}}nes Baydin and
Yarin Gal and
Andr{\'{e}}s Mu{\~{n}}oz{-}Jaramillo},
title = {Single-Frame Super-Resolution of Solar Magnetograms: Investigating
Physics-Based Metrics {\textbackslash}{\&} Losses},
journal = {CoRR},
volume = {abs/1911.01490},
year = {2019},
url = {http://arxiv.org/abs/1911.01490},
eprinttype = {arXiv},
eprint = {1911.01490},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04006,
author = {Valentina Salvatelli and
Souvik Bose and
Brad Neuberg and
Luiz F. G. dos Santos and
Mark C. M. Cheung and
Miho Janvier and
Atilim Gunes Baydin and
Yarin Gal and
Meng Jin},
title = {Using U-Nets to Create High-Fidelity Virtual Observations of the Solar
Corona},
journal = {CoRR},
volume = {abs/1911.04006},
year = {2019},
url = {http://arxiv.org/abs/1911.04006},
eprinttype = {arXiv},
eprint = {1911.04006},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04008,
author = {Brad Neuberg and
Souvik Bose and
Valentina Salvatelli and
Luiz F. G. dos Santos and
Mark C. M. Cheung and
Miho Janvier and
Atilim Gunes Baydin and
Yarin Gal and
Meng Jin},
title = {Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning},
journal = {CoRR},
volume = {abs/1911.04008},
year = {2019},
url = {http://arxiv.org/abs/1911.04008},
eprinttype = {arXiv},
eprint = {1911.04008},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-13270,
author = {Andrew Gambardella and
Atilim G{\"{u}}nes Baydin and
Philip H. S. Torr},
title = {Transflow Learning: Repurposing Flow Models Without Retraining},
journal = {CoRR},
volume = {abs/1911.13270},
year = {2019},
url = {http://arxiv.org/abs/1911.13270},
eprinttype = {arXiv},
eprint = {1911.13270},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-13270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaydinCMSW18,
author = {Atilim Gunes Baydin and
Robert Cornish and
David Mart{\'{\i}}nez{-}Rubio and
Mark Schmidt and
Frank Wood},
title = {Online Learning Rate Adaptation with Hypergradient Descent},
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=BkrsAzWAb},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaydinCMSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-07706,
author = {Atilim Gunes Baydin and
Lukas Heinrich and
Wahid Bhimji and
Bradley Gram{-}Hansen and
Gilles Louppe and
Lei Shao and
Prabhat and
Kyle Cranmer and
Frank D. Wood},
title = {Efficient Probabilistic Inference in the Quest for Physics Beyond
the Standard Model},
journal = {CoRR},
volume = {abs/1807.07706},
year = {2018},
url = {http://arxiv.org/abs/1807.07706},
eprinttype = {arXiv},
eprint = {1807.07706},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-07706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03390,
author = {Frank Soboczenski and
Michael D. Himes and
Molly D. O'Beirne and
Simone Zorzan and
Atilim Gunes Baydin and
Adam D. Cobb and
Daniel Angerhausen and
Giada N. Arney and
Shawn D. Domagal{-}Goldman},
title = {Bayesian Deep Learning for Exoplanet Atmospheric Retrieval},
journal = {CoRR},
volume = {abs/1811.03390},
year = {2018},
url = {http://arxiv.org/abs/1811.03390},
eprinttype = {arXiv},
eprint = {1811.03390},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BaydinPRS17,
author = {Atilim Gunes Baydin and
Barak A. Pearlmutter and
Alexey Andreyevich Radul and
Jeffrey Mark Siskind},
title = {Automatic Differentiation in Machine Learning: a Survey},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {153:1--153:43},
year = {2017},
url = {http://jmlr.org/papers/v18/17-468.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BaydinPRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeBW17,
author = {Tuan Anh Le and
Atilim Gunes Baydin and
Frank D. Wood},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Inference Compilation and Universal Probabilistic Programming},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1338--1348},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/le17a.html},
timestamp = {Tue, 20 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LeBZW17,
author = {Tuan Anh Le and
Atilim G{\"{u}}nes Baydin and
Robert Zinkov and
Frank D. Wood},
title = {Using synthetic data to train neural networks is model-based reasoning},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3514--3521},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966298},
doi = {10.1109/IJCNN.2017.7966298},
timestamp = {Tue, 20 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LeBZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeBZW17,
author = {Tuan Anh Le and
Atilim Gunes Baydin and
Robert Zinkov and
Frank D. Wood},
title = {Using Synthetic Data to Train Neural Networks is Model-Based Reasoning},
journal = {CoRR},
volume = {abs/1703.00868},
year = {2017},
url = {http://arxiv.org/abs/1703.00868},
eprinttype = {arXiv},
eprint = {1703.00868},
timestamp = {Tue, 20 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeBZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaydinCRSW17,
author = {Atilim Gunes Baydin and
Robert Cornish and
David Mart{\'{\i}}nez{-}Rubio and
Mark Schmidt and
Frank D. Wood},
title = {Online Learning Rate Adaptation with Hypergradient Descent},
journal = {CoRR},
volume = {abs/1703.04782},
year = {2017},
url = {http://arxiv.org/abs/1703.04782},
eprinttype = {arXiv},
eprint = {1703.04782},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaydinCRSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07901,
author = {Mario Lezcano Casado and
Atilim Gunes Baydin and
David Mart{\'{\i}}nez{-}Rubio and
Tuan Anh Le and
Frank D. Wood and
Lukas Heinrich and
Gilles Louppe and
Kyle Cranmer and
Karen Ng and
Wahid Bhimji and
Prabhat},
title = {Improvements to Inference Compilation for Probabilistic Programming
in Large-Scale Scientific Simulators},
journal = {CoRR},
volume = {abs/1712.07901},
year = {2017},
url = {http://arxiv.org/abs/1712.07901},
eprinttype = {arXiv},
eprint = {1712.07901},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeBW16,
author = {Tuan Anh Le and
Atilim Gunes Baydin and
Frank D. Wood},
title = {Inference Compilation and Universal Probabilistic Programming},
journal = {CoRR},
volume = {abs/1610.09900},
year = {2016},
url = {http://arxiv.org/abs/1610.09900},
eprinttype = {arXiv},
eprint = {1610.09900},
timestamp = {Tue, 20 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeBW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaydinPS16,
author = {Atilim G{\"{u}}nes Baydin and
Barak A. Pearlmutter and
Jeffrey Mark Siskind},
title = {DiffSharp: An {AD} Library for .NET Languages},
journal = {CoRR},
volume = {abs/1611.03423},
year = {2016},
url = {http://arxiv.org/abs/1611.03423},
eprinttype = {arXiv},
eprint = {1611.03423},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaydinPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaydinPS16a,
author = {Atilim G{\"{u}}nes Baydin and
Barak A. Pearlmutter and
Jeffrey Mark Siskind},
title = {Tricks from Deep Learning},
journal = {CoRR},
volume = {abs/1611.03777},
year = {2016},
url = {http://arxiv.org/abs/1611.03777},
eprinttype = {arXiv},
eprint = {1611.03777},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaydinPS16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/BaydinMO15,
author = {Atilim G{\"{u}}nes Baydin and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Santiago Onta{\~{n}}{\'{o}}n},
title = {A semantic network-based evolutionary algorithm for computational
creativity},
journal = {Evol. Intell.},
volume = {8},
number = {1},
pages = {3--21},
year = {2015},
url = {https://doi.org/10.1007/s12065-014-0119-1},
doi = {10.1007/S12065-014-0119-1},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/BaydinMO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaydinPR15,
author = {Atilim Gunes Baydin and
Barak A. Pearlmutter and
Alexey Andreyevich Radul},
title = {Automatic differentiation in machine learning: a survey},
journal = {CoRR},
volume = {abs/1502.05767},
year = {2015},
url = {http://arxiv.org/abs/1502.05767},
eprinttype = {arXiv},
eprint = {1502.05767},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaydinPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaydinPS15,
author = {Atilim Gunes Baydin and
Barak A. Pearlmutter and
Jeffrey Mark Siskind},
title = {DiffSharp: Automatic Differentiation Library},
journal = {CoRR},
volume = {abs/1511.07727},
year = {2015},
url = {http://arxiv.org/abs/1511.07727},
eprinttype = {arXiv},
eprint = {1511.07727},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaydinPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaydinP14,
author = {Atilim Gunes Baydin and
Barak A. Pearlmutter},
title = {Automatic Differentiation of Algorithms for Machine Learning},
journal = {CoRR},
volume = {abs/1404.7456},
year = {2014},
url = {http://arxiv.org/abs/1404.7456},
eprinttype = {arXiv},
eprint = {1404.7456},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaydinP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaydinMO14,
author = {Atilim G{\"{u}}nes Baydin and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Santiago Onta{\~{n}}{\'{o}}n},
title = {A semantic network-based evolutionary algorithm for modeling memetic
evolution and creativity},
journal = {CoRR},
volume = {abs/1404.7765},
year = {2014},
url = {http://arxiv.org/abs/1404.7765},
eprinttype = {arXiv},
eprint = {1404.7765},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaydinMO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaydinP14a,
author = {Atilim Gunes Baydin and
Barak A. Pearlmutter},
title = {An Analysis of Publication Venues for Automatic Differentiation Research},
journal = {CoRR},
volume = {abs/1409.7316},
year = {2014},
url = {http://arxiv.org/abs/1409.7316},
eprinttype = {arXiv},
eprint = {1409.7316},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaydinP14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1609,
author = {Melek Tendurus and
Atilim G{\"{u}}nes Baydin and
Marieke A. Eleveld and
Alison J. Gilbert},
title = {City versus wetland: Predicting urban growth in the Vecht area with
a cellular automaton model},
journal = {CoRR},
volume = {abs/1304.1609},
year = {2013},
url = {http://arxiv.org/abs/1304.1609},
eprinttype = {arXiv},
eprint = {1304.1609},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paladyn/Baydin12,
author = {Atilim G{\"{u}}nes Baydin},
title = {Evolution of central pattern generators for the control of a five-link
bipedal walking mechanism},
journal = {Paladyn J. Behav. Robotics},
volume = {3},
number = {1},
pages = {45--53},
year = {2012},
url = {https://doi.org/10.2478/s13230-012-0019-y},
doi = {10.2478/S13230-012-0019-Y},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paladyn/Baydin12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/BaydinM12,
author = {Atilim G{\"{u}}nes Baydin and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras},
title = {Evolution of ideas: {A} novel memetic algorithm based on semantic
networks},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2012, Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CEC.2012.6252886},
doi = {10.1109/CEC.2012.6252886},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/BaydinM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccrea/BaydinMO12,
author = {Atilim G{\"{u}}nes Baydin and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Santiago Onta{\~{n}}{\'{o}}n},
editor = {Mary Lou Maher and
Kristian J. Hammond and
Alison Pease and
Rafael P{\'{e}}rez y P{\'{e}}rez and
Dan Ventura and
Geraint A. Wiggins},
title = {Automated Generation of Cross-Domain Analogies via Evolutionary Computation},
booktitle = {Proceedings of the Third International Conference on Computational
Creativity, {ICCC} 2012, Dublin, Ireland, May 30 - June 1, 2012},
pages = {25--32},
publisher = {computationalcreativity.net},
year = {2012},
url = {http://computationalcreativity.net/iccc2012/wp-content/uploads/2012/05/025-Baydin.pdf},
timestamp = {Fri, 11 Dec 2020 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/icccrea/BaydinMO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-2706,
author = {Atilim G{\"{u}}nes Baydin and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras},
title = {Evolution of Ideas: {A} Novel Memetic Algorithm Based on Semantic
Networks},
journal = {CoRR},
volume = {abs/1201.2706},
year = {2012},
url = {http://arxiv.org/abs/1201.2706},
eprinttype = {arXiv},
eprint = {1201.2706},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-2706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-2335,
author = {Atilim G{\"{u}}nes Baydin and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Santiago Onta{\~{n}}{\'{o}}n},
title = {Automated Generation of Cross-Domain Analogies via Evolutionary Computation},
journal = {CoRR},
volume = {abs/1204.2335},
year = {2012},
url = {http://arxiv.org/abs/1204.2335},
eprinttype = {arXiv},
eprint = {1204.2335},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-2335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/BaydinMSS11,
author = {Atilim G{\"{u}}nes Baydin and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Simeon J. Simoff and
Carles Sierra},
editor = {Ashwin Ram and
Nirmalie Wiratunga},
title = {{CBR} with Commonsense Reasoning and Structure Mapping: An Application
to Mediation},
booktitle = {Case-Based Reasoning Research and Development - 19th International
Conference on Case-Based Reasoning, {ICCBR} 2011, London, UK, September
12-15, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6880},
pages = {378--392},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23291-6\_28},
doi = {10.1007/978-3-642-23291-6\_28},
timestamp = {Thu, 07 Dec 2023 14:16:21 +0100},
biburl = {https://dblp.org/rec/conf/iccbr/BaydinMSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-0039,
author = {Atilim G{\"{u}}nes Baydin and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Simeon J. Simoff and
Carles Sierra},
title = {{CBR} with Commonsense Reasoning and Structure Mapping: An Application
to Mediation},
journal = {CoRR},
volume = {abs/1108.0039},
year = {2011},
url = {http://arxiv.org/abs/1108.0039},
eprinttype = {arXiv},
eprint = {1108.0039},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-0039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0801-0830,
author = {Atilim G{\"{u}}nes Baydin},
title = {Evolution of central pattern generators for the control of a five-link
planar bipedal walking mechanism},
journal = {CoRR},
volume = {abs/0801.0830},
year = {2008},
url = {http://arxiv.org/abs/0801.0830},
eprinttype = {arXiv},
eprint = {0801.0830},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0801-0830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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