10 code implementations • ICML 2020 • Arsenii Kuznetsov, Pavel Shvechikov, Alexander Grishin, Dmitry Vetrov
The overestimation bias is one of the major impediments to accurate off-policy learning.
no code implementations • 7 Nov 2018 • Yaroslav Zharov, Denis Korzhenkov, Pavel Shvechikov, Alexander Tuzhilin
We introduce a novel approach to feed-forward neural network interpretation based on partitioning the space of sequences of neuron activations.
no code implementations • ICLR 2019 • Kirill Neklyudov, Evgenii Egorov, Pavel Shvechikov, Dmitry Vetrov
From this point of view, the problem of constructing a sampler can be reduced to the question - how to choose a proposal for the MH algorithm?