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Pavel Shvechikov
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Controlling overestimation bias with truncated mixture of continuous distributional quantile critics
A Kuznetsov, P Shvechikov, A Grishin, D Vetrov
International Conference on Machine Learning, 5556-5566, 2020
512020
Improving stability in deep reinforcement learning with weight averaging
E Nikishin, P Izmailov, B Athiwaratkun, D Podoprikhin, T Garipov, ...
Uncertainty in artificial intelligence workshop on uncertainty in Deep learning, 2018
222018
Metropolis-hastings view on variational inference and adversarial training
K Neklyudov, E Egorov, P Shvechikov, D Vetrov
arXiv preprint arXiv:1810.07151, 2018
142018
YASENN: Explaining neural networks via partitioning activation sequences
Y Zharov, D Korzhenkov, P Shvechikov, A Tuzhilin
arXiv preprint arXiv:1811.02783, 2018
52018
Gaussian Processes for Individualized Continuous Treatment Rule Estimation
P Shvechikov, E Riabenko
arXiv preprint arXiv:1707.08405, 2017
2017
Improving Stability in Deep Reinforcement Learning with Weight Averaging Download PDF
E Nikishin, P Izmailov, B Athiwaratkun, D Podoprikhin, T Garipov, ...
Joint Belief Tracking and Reward Optimization through Approximate Inference
P Shvechikov, A Grishin, A Kuznetsov, A Fritzler, D Vetrov
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