Michael Figurnov
Michael Figurnov
DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
Spatially adaptive computation time for residual networks
M Figurnov, MD Collins, Y Zhu, L Zhang, J Huang, D Vetrov, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
1352017
Perforatedcnns: Acceleration through elimination of redundant convolutions
M Figurnov, A Ibraimova, DP Vetrov, P Kohli
Advances in Neural Information Processing Systems, 947-955, 2016
1012016
Implicit reparameterization gradients
M Figurnov, S Mohamed, A Mnih
Advances in Neural Information Processing Systems, 441-452, 2018
782018
Monte carlo gradient estimation in machine learning
S Mohamed, M Rosca, M Figurnov, A Mnih
arXiv preprint arXiv:1906.10652, 2019
392019
Variational autoencoder with arbitrary conditioning
O Ivanov, M Figurnov, D Vetrov
arXiv preprint arXiv:1806.02382, 2018
302018
Tensor Train Decomposition on TensorFlow (T3F).
A Novikov, P Izmailov, V Khrulkov, M Figurnov, IV Oseledets
Journal of Machine Learning Research 21 (30), 1-7, 2020
82020
Linear combination of random forests for the Relevance Prediction Challenge
M Figurnov, A Kirillov
Proc. of Int. Conf. on Web Service and Data Mining workshop on Web Search …, 2012
62012
Probabilistic adaptive computation time
M Figurnov, A Sobolev, D Vetrov
arXiv preprint arXiv:1712.00386, 2017
42017
Robust variational inference
M Figurnov, K Struminsky, D Vetrov
arXiv preprint arXiv:1611.09226, 2016
22016
Measure-valued derivatives for approximate Bayesian inference
M Rosca, M Figurnov, S Mohamed, A Mnih
NeurIPS Workshop on Approximate Bayesian Inference, 2019
12019
Устойчивый к шуму метод обучения вариационного автокодировщика
МВ Фигурнов, КА Струминский, ДП Ветров
Интеллектуальные системы. Теория и приложения 21 (2), 90, 2017
12017
Monte Carlo Gradient Estimation in Machine Learning
S Mohamed, M Rosca, M Figurnov, A Mnih
Journal of Machine Learning Research 21 (132), 1-62, 2020
2020
Entropy Estimates for Generative Models
K Struminsky, M Figurnov, D Vetrov
2018
Universal Conditional Machine.
O Ivanov, M Figurnov, DP Vetrov
CoRR, 2018
2018
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Articles 1–14