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Лаборатория компании Самсунг

Публикации
Статья
A randomized coordinate descent method with volume sampling

Rodomanov A., Kropotov D.

SIAM Journal on Optimization. 2020. Vol. 30. No. 3. P. 1878-1904.

Глава в книге
Deterministic Decoding for Discrete Data in Variational Autoencoders

Polykovskiy D., Vetrov D.

In bk.: Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics, PMLR 108. Iss. 108. PMLR, 2020. P. 3046-3056.

Препринт
MARS: Masked Automatic Ranks Selection in Tensor Decompositions

Kodryan M., Kropotov D., Vetrov D.

First Workshop on Quantum Tensor Networks in Machine Learning, NeurIPS 2020. QTNML 2020. First Workshop on Quantum Tensor Networks in Machine Learning, 34th Conference on Neural Information Processing Systems (NeurIPS 2020), 2020