Alexey Miroshnikov

Orcid: 0000-0003-2669-6336

According to our database1, Alexey Miroshnikov authored at least 6 papers between 2017 and 2023.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

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Bibliography

2023
Approximation of group explainers with coalition structure using Monte Carlo sampling on the product space of coalitions and features.
CoRR, 2023

On marginal feature attributions of tree-based models.
CoRR, 2023

2022
Wasserstein-based fairness interpretability framework for machine learning models.
Mach. Learn., 2022

2021
Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics.
CoRR, 2021

Mutual information-based group explainers with coalition structure for machine learning model explanations.
CoRR, 2021

2017
Weak* Solutions II: The Vacuum in Lagrangian Gas Dynamics.
SIAM J. Math. Anal., 2017


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