Search Results for author: Sergei Volodin

Found 4 papers, 2 papers with code

Resolving Spurious Correlations in Causal Models of Environments via Interventions

no code implementations12 Feb 2020 Sergei Volodin, Nevan Wichers, Jeremy Nixon

We consider the problem of inferring a causal model of a reinforcement learning environment and we propose a method to deal with spurious correlations.

Decision Making

The Probabilistic Fault Tolerance of Neural Networks in the Continuous Limit

3 code implementations ICLR 2020 El-Mahdi El-Mhamdi, Rachid Guerraoui, Andrei Kucharavy, Sergei Volodin

We study fault tolerance of neural networks subject to small random neuron/weight crash failures in a probabilistic setting.

Geometry of quadratic maps via convex relaxation

1 code implementation1 Oct 2018 Anatoly Dymarsky, Elena Gryazina, Sergei Volodin, Boris Polyak

We consider several basic questions pertaining to the geometry of image of a general quadratic map.

Optimization and Control

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