Aleksei G. Sorokin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Software Development

Decision Stumps

Top Venues

Knowl. Based Syst.

Publications

Aleksei G. Sorokin, Aleksandra Pachalieva, Daniel O'Malley, James M. Hyman, Fred J. Hickernell, Nicolas W. Hengartner
Computationally Efficient and Error Aware Surrogate Construction for Numerical Solutions of Subsurface Flow Through Porous Media. CoRR (2023)
Aleksei G. Sorokin, Rathinavel Jagadeeswaran
On Bounding and Approximating Functions of Multiple Expectations using Quasi-Monte Carlo. CoRR (2023)
Sou-Cheng T. Choi, Yuhan Ding, Fred J. Hickernell, Rathinavel Jagadeeswaran, Aleksei G. Sorokin
Challenges in Developing Great Quasi-Monte Carlo Software. CoRR (2023)
Aleksei G. Sorokin, Xinran Zhu, Eric Hans Lee, Bolong Cheng
SigOpt Mulch: An intelligent system for AutoML of gradient boosted trees. Knowl. Based Syst. 273 (2023)
Aleksei G. Sorokin, Xinran Zhu, Eric Hans Lee, Bolong Cheng
SigOpt Mulch: An Intelligent System for AutoML of Gradient Boosted Trees. CoRR (2023)
Sou-Cheng T. Choi, Fred J. Hickernell, R. Jagadeeswaran, Michael J. McCourt, Aleksei G. Sorokin
Quasi-Monte Carlo Software. CoRR (2021)
Sou-Cheng T. Choi, Fred J. Hickernell, Rathinavel Jagadeeswaran, Michael J. McCourt, Aleksei G. Sorokin
Quasi-Monte Carlo Software. MCQMC (2020)