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2020 – today
- 2020
[j2]Alexander Novikov, Pavel Izmailov, Valentin Khrulkov, Michael Figurnov, Ivan V. Oseledets:
Tensor Train Decomposition on TensorFlow (T3F). J. Mach. Learn. Res. 21: 30:1-30:7 (2020)- [j1]Shakir Mohamed, Mihaela Rosca, Michael Figurnov, Andriy Mnih:
Monte Carlo Gradient Estimation in Machine Learning. J. Mach. Learn. Res. 21: 132:1-132:62 (2020)
2010 – 2019
- 2019
- [c4]Oleg Ivanov, Michael Figurnov, Dmitry P. Vetrov:
Variational Autoencoder with Arbitrary Conditioning. ICLR (Poster) 2019 - [i8]Shakir Mohamed, Mihaela Rosca, Michael Figurnov, Andriy Mnih:
Monte Carlo Gradient Estimation in Machine Learning. CoRR abs/1906.10652 (2019) - 2018
- [c3]Mikhail Figurnov, Shakir Mohamed, Andriy Mnih:
Implicit Reparameterization Gradients. NeurIPS 2018: 439-450 - [i7]Alexander Novikov, Pavel Izmailov, Valentin Khrulkov, Michael Figurnov, Ivan V. Oseledets:
Tensor Train decomposition on TensorFlow (T3F). CoRR abs/1801.01928 (2018) - [i6]Michael Figurnov, Shakir Mohamed, Andriy Mnih:
Implicit Reparameterization Gradients. CoRR abs/1805.08498 (2018) - [i5]Oleg Ivanov, Michael Figurnov, Dmitry P. Vetrov:
Universal Conditional Machine. CoRR abs/1806.02382 (2018) - 2017
- [c2]Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry P. Vetrov, Ruslan Salakhutdinov:
Spatially Adaptive Computation Time for Residual Networks. CVPR 2017: 1790-1799 - [i4]Michael Figurnov, Artem Sobolev, Dmitry P. Vetrov:
Probabilistic Adaptive Computation Time. CoRR abs/1712.00386 (2017) - 2016
- [c1]Mikhail Figurnov, Aizhan Ibraimova, Dmitry P. Vetrov, Pushmeet Kohli:
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions. NIPS 2016: 947-955 - [i3]Michael Figurnov, Kirill Struminsky, Dmitry P. Vetrov:
Robust Variational Inference. CoRR abs/1611.09226 (2016) - [i2]Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry P. Vetrov, Ruslan Salakhutdinov:
Spatially Adaptive Computation Time for Residual Networks. CoRR abs/1612.02297 (2016) - 2015
- [i1]Michael Figurnov, Dmitry P. Vetrov, Pushmeet Kohli:
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions. CoRR abs/1504.08362 (2015)
Coauthor Index
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