Leonid Iosipoi

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Fourier Transform

Variance Reduction

Heavy Tailed Distributions

Top Venues

Math. Comput. Simul.

SIAM/ASA J. Uncertain. Quantification

Publications

Leonid Iosipoi, Anton Vakhrushev
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems. NeurIPS (2022)
Leonid Iosipoi, Anton Vakhrushev
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems. CoRR (2022)
Denis Belomestny, Leonid Iosipoi, Eric Moulines, Alexey Naumov, Sergey Samsonov
Variance Reduction for Dependent Sequences with Applications to Stochastic Gradient MCMC. SIAM/ASA J. Uncertain. Quantification 9 (2) (2021)
Denis Belomestny, Leonid Iosipoi
Fourier transform MCMC, heavy-tailed distributions, and geometric ergodicity. Math. Comput. Simul. 181 (2021)
Denis Belomestny, Leonid Iosipoi, Eric Moulines, Alexey Naumov, Sergey Samsonov
Variance reduction for Markov chains with application to MCMC. Stat. Comput. 30 (4) (2020)
Denis Belomestny, Leonid Iosipoi, Eric Moulines, Alexey Naumov, Sergey Samsonov
Variance reduction for Markov chains with application to MCMC. CoRR (2019)
Denis Belomestny, Leonid Iosipoi
Fourier transform MCMC, heavy tailed distributions and geometric ergodicity. CoRR (2019)