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BibTeX 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 = {https://jmlr.org/papers/v21/19-346.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, 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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