Alexey Miroshnikov

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Active since

2014

Affiliations

Institute of Geology of Ore Deposits Petrography Mineralogy and Geochemistry(Current)

University of Massachusetts Amherst

Alexey Miroshnikov is an author at Institute of Geology of Ore Deposits Petrography Mineralogy and Geochemistry specializing in bayesian statistics, markov chain monte carlo, and bayesian computation.

ORCID

Publications per year

2014–2022

Publications

Methane-Derived Authigenic Carbonates on the Seafloor of the Laptev Sea Shelf

Alla Yu Lein, Boris Baranov, Alexey Miroshnikov et al. · Frontiers in Marine Science · 2021 · 33 citations · Full text

Natural Sciences, Earth Sciences, Geology +15

Radioecological and geochemical peculiarities of cryoconite on Novaya Zemlya glaciers

Alexey Miroshnikov, Enver Asadulin, A. A. Shiryaev et al. · Scientific Reports · 2021 · 15 citations · Full text

Natural Sciences, Earth Sciences, Geology +13

Parallel Markov chain Monte Carlo for non‐Gaussian posterior distributions

Alexey Miroshnikov, Zheng Wei, Erin M. Conlon · Stat · 2015 · 14 citations · Full text

Computing, Computer Science, Parallel Computing +16

parallelMCMCcombine: An R Package for Bayesian Methods for Big Data and Analytics

Alexey Miroshnikov, Erin M. Conlon · PLoS ONE · 2014 · 11 citations · Full text

Computing, Biostatistics, Computer Science +16

Wasserstein-based fairness interpretability framework for machine learning models

Alexey Miroshnikov, Konstandinos Kotsiopoulos, Ryan Franks et al. · Machine Learning · 2022 · 11 citations · Full text

Computing, Data Science, Game Theory +16

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