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ORCIDBibTeX records: Andriy Mnih
@inproceedings{DBLP:conf/icml/GeffnerPM23,
author = {Tomas Geffner and
George Papamakarios and
Andriy Mnih},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Compositional Score Modeling for Simulation-Based Inference},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {11098--11116},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/geffner23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/GeffnerPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14249,
author = {Tomas Geffner and
George Papamakarios and
Andriy Mnih},
title = {Score Modeling for Simulation-based Inference},
journal = {CoRR},
volume = {abs/2209.14249},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.14249},
doi = {10.48550/ARXIV.2209.14249},
eprinttype = {arXiv},
eprint = {2209.14249},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-14249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BauerM21,
author = {Matthias Bauer and
Andriy Mnih},
editor = {Marina Meila and
Tong Zhang},
title = {Generalized Doubly Reparameterized Gradient Estimators},
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 = {738--747},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bauer21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BauerM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimPM21,
author = {Hyunjik Kim and
George Papamakarios and
Andriy Mnih},
editor = {Marina Meila and
Tong Zhang},
title = {The Lipschitz Constant of Self-Attention},
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 = {5562--5571},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21i.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DongMT21,
author = {Zhe Dong and
Andriy Mnih and
George Tucker},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Coupled Gradient Estimators for Discrete Latent Variables},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {24498--24508},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/cd0b43eac0392accf3624b7372dec36e-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DongMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11046,
author = {Matthias Bauer and
Andriy Mnih},
title = {Generalized Doubly Reparameterized Gradient Estimators},
journal = {CoRR},
volume = {abs/2101.11046},
year = {2021},
url = {https://arxiv.org/abs/2101.11046},
eprinttype = {arXiv},
eprint = {2101.11046},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08056,
author = {Zhe Dong and
Andriy Mnih and
George Tucker},
title = {Coupled Gradient Estimators for Discrete Latent Variables},
journal = {CoRR},
volume = {abs/2106.08056},
year = {2021},
url = {https://arxiv.org/abs/2106.08056},
eprinttype = {arXiv},
eprint = {2106.08056},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11817,
author = {Wouter Kool and
Chris J. Maddison and
Andriy Mnih},
title = {Unbiased Gradient Estimation with Balanced Assignments for Mixtures
of Experts},
journal = {CoRR},
volume = {abs/2109.11817},
year = {2021},
url = {https://arxiv.org/abs/2109.11817},
eprinttype = {arXiv},
eprint = {2109.11817},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-11817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MohamedRFM20,
author = {Shakir Mohamed and
Mihaela Rosca and
Michael Figurnov and
Andriy Mnih},
title = {Monte Carlo Gradient Estimation in Machine Learning},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {132:1--132:62},
year = {2020},
url = {http://jmlr.org/papers/v21/19-346.html},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/MohamedRFM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShiTM20,
author = {Jiaxin Shi and
Michalis K. Titsias and
Andriy Mnih},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Sparse Orthogonal Variational Inference for Gaussian Processes},
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 = {1932--1942},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/shi20b.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShiTM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DongMT20,
author = {Zhe Dong and
Andriy Mnih and
George Tucker},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {DisARM: An Antithetic Gradient Estimator for Binary Latent Variables},
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/d880e783834172e5ebd1868d84463d93-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DongMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08116,
author = {Tom Van de Wiele and
David Warde{-}Farley and
Andriy Mnih and
Volodymyr Mnih},
title = {Q-Learning in enormous action spaces via amortized approximate maximization},
journal = {CoRR},
volume = {abs/2001.08116},
year = {2020},
url = {https://arxiv.org/abs/2001.08116},
eprinttype = {arXiv},
eprint = {2001.08116},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04710,
author = {Hyunjik Kim and
George Papamakarios and
Andriy Mnih},
title = {The Lipschitz Constant of Self-Attention},
journal = {CoRR},
volume = {abs/2006.04710},
year = {2020},
url = {https://arxiv.org/abs/2006.04710},
eprinttype = {arXiv},
eprint = {2006.04710},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10680,
author = {Zhe Dong and
Andriy Mnih and
George Tucker},
title = {DisARM: An Antithetic Gradient Estimator for Binary Latent Variables},
journal = {CoRR},
volume = {abs/2006.10680},
year = {2020},
url = {https://arxiv.org/abs/2006.10680},
eprinttype = {arXiv},
eprint = {2006.10680},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BauerM19,
author = {Matthias Bauer and
Andriy Mnih},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Resampled Priors for Variational Autoencoders},
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 = {66--75},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/bauer19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BauerM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KimMSGERVT19,
author = {Hyunjik Kim and
Andriy Mnih and
Jonathan Schwarz and
Marta Garnelo and
S. M. Ali Eslami and
Dan Rosenbaum and
Oriol Vinyals and
Yee Whye Teh},
title = {Attentive Neural 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=SkE6PjC9KX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KimMSGERVT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-05761,
author = {Hyunjik Kim and
Andriy Mnih and
Jonathan Schwarz and
Marta Garnelo and
S. M. Ali Eslami and
Dan Rosenbaum and
Oriol Vinyals and
Yee Whye Teh},
title = {Attentive Neural Processes},
journal = {CoRR},
volume = {abs/1901.05761},
year = {2019},
url = {http://arxiv.org/abs/1901.05761},
eprinttype = {arXiv},
eprint = {1901.05761},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-05761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10652,
author = {Shakir Mohamed and
Mihaela Rosca and
Michael Figurnov and
Andriy Mnih},
title = {Monte Carlo Gradient Estimation in Machine Learning},
journal = {CoRR},
volume = {abs/1906.10652},
year = {2019},
url = {http://arxiv.org/abs/1906.10652},
eprinttype = {arXiv},
eprint = {1906.10652},
timestamp = {Fri, 28 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10596,
author = {Jiaxin Shi and
Michalis K. Titsias and
Andriy Mnih},
title = {Sparse Orthogonal Variational Inference for Gaussian Processes},
journal = {CoRR},
volume = {abs/1910.10596},
year = {2019},
url = {http://arxiv.org/abs/1910.10596},
eprinttype = {arXiv},
eprint = {1910.10596},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-10596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimM18,
author = {Hyunjik Kim and
Andriy Mnih},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Disentangling by Factorising},
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 = {2654--2663},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/kim18b.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FigurnovMM18,
author = {Mikhail Figurnov and
Shakir Mohamed and
Andriy Mnih},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Implicit Reparameterization Gradients},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {439--450},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/92c8c96e4c37100777c7190b76d28233-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FigurnovMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05983,
author = {Hyunjik Kim and
Andriy Mnih},
title = {Disentangling by Factorising},
journal = {CoRR},
volume = {abs/1802.05983},
year = {2018},
url = {http://arxiv.org/abs/1802.05983},
eprinttype = {arXiv},
eprint = {1802.05983},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08498,
author = {Michael Figurnov and
Shakir Mohamed and
Andriy Mnih},
title = {Implicit Reparameterization Gradients},
journal = {CoRR},
volume = {abs/1805.08498},
year = {2018},
url = {http://arxiv.org/abs/1805.08498},
eprinttype = {arXiv},
eprint = {1805.08498},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11428,
author = {Matthias Bauer and
Andriy Mnih},
title = {Resampled Priors for Variational Autoencoders},
journal = {CoRR},
volume = {abs/1810.11428},
year = {2018},
url = {http://arxiv.org/abs/1810.11428},
eprinttype = {arXiv},
eprint = {1810.11428},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MaddisonLTHDMT17,
author = {Chris J. Maddison and
Dieterich Lawson and
George Tucker and
Nicolas Heess and
Arnaud Doucet and
Andriy Mnih and
Yee Whye Teh},
title = {Particle Value Functions},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=BJyBKyHKg},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MaddisonLTHDMT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MaddisonMT17,
author = {Chris J. Maddison and
Andriy Mnih and
Yee Whye Teh},
title = {The Concrete Distribution: {A} Continuous Relaxation of Discrete Random
Variables},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=S1jE5L5gl},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MaddisonMT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TuckerMMS17,
author = {George Tucker and
Andriy Mnih and
Chris J. Maddison and
Jascha Sohl{-}Dickstein},
title = {{REBAR:} Low-variance, unbiased gradient estimates for discrete latent
variable models},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=ryBDyehOl},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TuckerMMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TuckerMMLS17,
author = {George Tucker and
Andriy Mnih and
Chris J. Maddison and
Dieterich Lawson and
Jascha Sohl{-}Dickstein},
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 = {{REBAR:} Low-variance, unbiased gradient estimates for discrete latent
variable models},
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 = {2627--2636},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/ebd6d2f5d60ff9afaeda1a81fc53e2d0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/TuckerMMLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BornscheinMZR17,
author = {J{\"{o}}rg Bornschein and
Andriy Mnih and
Daniel Zoran and
Danilo Jimenez Rezende},
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 = {Variational Memory Addressing in Generative Models},
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 = {3920--3929},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/3937230de3c8041e4da6ac3246a888e8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BornscheinMZR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaddisonLTHNMDT17,
author = {Chris J. Maddison and
Dieterich Lawson and
George Tucker and
Nicolas Heess and
Mohammad Norouzi and
Andriy Mnih and
Arnaud Doucet and
Yee Whye Teh},
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 = {Filtering Variational Objectives},
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 = {6573--6583},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/fa84632d742f2729dc32ce8cb5d49733-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MaddisonLTHNMDT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaddisonLTHDMT17,
author = {Chris J. Maddison and
Dieterich Lawson and
George Tucker and
Nicolas Heess and
Arnaud Doucet and
Andriy Mnih and
Yee Whye Teh},
title = {Particle Value Functions},
journal = {CoRR},
volume = {abs/1703.05820},
year = {2017},
url = {http://arxiv.org/abs/1703.05820},
eprinttype = {arXiv},
eprint = {1703.05820},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaddisonLTHDMT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuckerMMS17,
author = {George Tucker and
Andriy Mnih and
Chris J. Maddison and
Jascha Sohl{-}Dickstein},
title = {{REBAR:} Low-variance, unbiased gradient estimates for discrete latent
variable models},
journal = {CoRR},
volume = {abs/1703.07370},
year = {2017},
url = {http://arxiv.org/abs/1703.07370},
eprinttype = {arXiv},
eprint = {1703.07370},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TuckerMMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaddisonLTHNMDT17,
author = {Chris J. Maddison and
Dieterich Lawson and
George Tucker and
Nicolas Heess and
Mohammad Norouzi and
Andriy Mnih and
Arnaud Doucet and
Yee Whye Teh},
title = {Filtering Variational Objectives},
journal = {CoRR},
volume = {abs/1705.09279},
year = {2017},
url = {http://arxiv.org/abs/1705.09279},
eprinttype = {arXiv},
eprint = {1705.09279},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaddisonLTHNMDT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07116,
author = {J{\"{o}}rg Bornschein and
Andriy Mnih and
Daniel Zoran and
Danilo Jimenez Rezende},
title = {Variational Memory Addressing in Generative Models},
journal = {CoRR},
volume = {abs/1709.07116},
year = {2017},
url = {http://arxiv.org/abs/1709.07116},
eprinttype = {arXiv},
eprint = {1709.07116},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MnihR16,
author = {Andriy Mnih and
Danilo Jimenez Rezende},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Variational Inference for Monte Carlo Objectives},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2188--2196},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/mnihb16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/MnihR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/GuLSM15,
author = {Shixiang Gu and
Sergey Levine and
Ilya Sutskever and
Andriy Mnih},
editor = {Yoshua Bengio and
Yann LeCun},
title = {MuProp: Unbiased Backpropagation for Stochastic Neural Networks},
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/1511.05176},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuLSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MnihR16,
author = {Andriy Mnih and
Danilo Jimenez Rezende},
title = {Variational inference for Monte Carlo objectives},
journal = {CoRR},
volume = {abs/1602.06725},
year = {2016},
url = {http://arxiv.org/abs/1602.06725},
eprinttype = {arXiv},
eprint = {1602.06725},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MnihR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaddisonMT16,
author = {Chris J. Maddison and
Andriy Mnih and
Yee Whye Teh},
title = {The Concrete Distribution: {A} Continuous Relaxation of Discrete Random
Variables},
journal = {CoRR},
volume = {abs/1611.00712},
year = {2016},
url = {http://arxiv.org/abs/1611.00712},
eprinttype = {arXiv},
eprint = {1611.00712},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaddisonMT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GregorDMBW14,
author = {Karol Gregor and
Ivo Danihelka and
Andriy Mnih and
Charles Blundell and
Daan Wierstra},
title = {Deep AutoRegressive Networks},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1242--1250},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/gregor14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GregorDMBW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MnihG14,
author = {Andriy Mnih and
Karol Gregor},
title = {Neural Variational Inference and Learning in Belief Networks},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1791--1799},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/mnih14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MnihG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MnihG14,
author = {Andriy Mnih and
Karol Gregor},
title = {Neural Variational Inference and Learning in Belief Networks},
journal = {CoRR},
volume = {abs/1402.0030},
year = {2014},
url = {http://arxiv.org/abs/1402.0030},
eprinttype = {arXiv},
eprint = {1402.0030},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MnihG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MnihK13,
author = {Andriy Mnih and
Koray Kavukcuoglu},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Learning word embeddings efficiently with noise-contrastive estimation},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2265--2273},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/db2b4182156b2f1f817860ac9f409ad7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MnihK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GregorMW13,
author = {Karol Gregor and
Andriy Mnih and
Daan Wierstra},
title = {Deep AutoRegressive Networks},
journal = {CoRR},
volume = {abs/1310.8499},
year = {2013},
url = {http://arxiv.org/abs/1310.8499},
eprinttype = {arXiv},
eprint = {1310.8499},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GregorMW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MnihT12,
author = {Andriy Mnih and
Yee Whye Teh},
title = {A fast and simple algorithm for training neural probabilistic language
models},
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/855.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MnihT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MnihT12,
author = {Andriy Mnih and
Yee Whye Teh},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Learning Label Trees for Probabilistic Modelling of Implicit Feedback},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2825--2833},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/0829424ffa0d3a2547b6c9622c77de03-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MnihT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Mnih12,
author = {Andriy Mnih},
editor = {Gideon Dror and
Yehuda Koren and
Markus Weimer},
title = {Taxonomy-Informed Latent Factor Models for Implicit Feedback},
booktitle = {Proceedings of {KDD} Cup 2011 competition, San Diego, CA, USA, 2011},
series = {{JMLR} Proceedings},
volume = {18},
pages = {169--181},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v18/mnih12a.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Mnih12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-5894,
author = {Andriy Mnih and
Yee Whye Teh},
title = {Learning Item Trees for Probabilistic Modelling of Implicit Feedback},
journal = {CoRR},
volume = {abs/1109.5894},
year = {2011},
url = {http://arxiv.org/abs/1109.5894},
eprinttype = {arXiv},
eprint = {1109.5894},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-5894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ca/Mnih10,
author = {Andriy Mnih},
title = {Learning Distributed Representations for Statistical Language Modelling
and Collaborative Filtering},
school = {University of Toronto, Canada},
year = {2010},
url = {http://hdl.handle.net/1807/24832},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ca/Mnih10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MnihYH09,
author = {Andriy Mnih and
Zhang Yuecheng and
Geoffrey E. Hinton},
title = {Improving a statistical language model through non-linear prediction},
journal = {Neurocomputing},
volume = {72},
number = {7-9},
pages = {1414--1418},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.12.025},
doi = {10.1016/J.NEUCOM.2008.12.025},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MnihYH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YuechengMH08,
author = {Zhang Yuecheng and
Andriy Mnih and
Geoffrey E. Hinton},
title = {Improving a statistical language model by modulating the effects of
context words},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {493--498},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-116.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YuechengMH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalakhutdinovM08a,
author = {Ruslan Salakhutdinov and
Andriy Mnih},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Bayesian probabilistic matrix factorization using Markov chain Monte
Carlo},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {880--887},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390267},
doi = {10.1145/1390156.1390267},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SalakhutdinovM08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MnihH08,
author = {Andriy Mnih and
Geoffrey E. Hinton},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {A Scalable Hierarchical Distributed Language Model},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1081--1088},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/1e056d2b0ebd5c878c550da6ac5d3724-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MnihH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MnihH07,
author = {Andriy Mnih and
Geoffrey E. Hinton},
editor = {Zoubin Ghahramani},
title = {Three new graphical models for statistical language modelling},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {641--648},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273577},
doi = {10.1145/1273496.1273577},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MnihH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalakhutdinovMH07,
author = {Ruslan Salakhutdinov and
Andriy Mnih and
Geoffrey E. Hinton},
editor = {Zoubin Ghahramani},
title = {Restricted Boltzmann machines for collaborative filtering},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {791--798},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273596},
doi = {10.1145/1273496.1273596},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SalakhutdinovMH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SalakhutdinovM07,
author = {Ruslan Salakhutdinov and
Andriy Mnih},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Probabilistic Matrix Factorization},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1257--1264},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/d7322ed717dedf1eb4e6e52a37ea7bcd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SalakhutdinovM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CookSMH07,
author = {James Cook and
Ilya Sutskever and
Andriy Mnih and
Geoffrey E. Hinton},
editor = {Marina Meila and
Xiaotong Shen},
title = {Visualizing Similarity Data with a Mixture of Maps},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {67--74},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/cook07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CookSMH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonWM03,
author = {Geoffrey E. Hinton and
Max Welling and
Andriy Mnih},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Wormholes Improve Contrastive Divergence},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {417--424},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/03cf87174debaccd689c90c34577b82f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HintonWM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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