Alexey Miroshnikov

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Machine Learning Models

Probabilistic Model

Top Venues

SIAM J. Math. Anal.

Publications

Konstandinos Kotsiopoulos, Alexey Miroshnikov, Khashayar Filom, Arjun Ravi Kannan
Approximation of group explainers with coalition structure using Monte Carlo sampling on the product space of coalitions and features. CoRR (2023)
Khashayar Filom, Alexey Miroshnikov, Konstandinos Kotsiopoulos, Arjun Ravi Kannan
On marginal feature attributions of tree-based models. CoRR (2023)
Alexey Miroshnikov, Konstandinos Kotsiopoulos, Ryan Franks, Arjun Ravi Kannan
Wasserstein-based fairness interpretability framework for machine learning models. Mach. Learn. 111 (9) (2022)
Alexey Miroshnikov, Konstandinos Kotsiopoulos, Arjun Ravi Kannan
Mutual information-based group explainers with coalition structure for machine learning model explanations. CoRR (2021)
Alexey Miroshnikov, Konstandinos Kotsiopoulos, Ryan Franks, Arjun Ravi Kannan
Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics. CoRR (2021)
Alexey Miroshnikov, Konstandinos Kotsiopoulos, Ryan Franks, Arjun Ravi Kannan
Wasserstein-based fairness interpretability framework for machine learning models. CoRR (2020)
Alexey Miroshnikov, Robin Young
Weak* Solutions II: The Vacuum in Lagrangian Gas Dynamics. SIAM J. Math. Anal. 49 (3) (2017)