Oleg Sysoev

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 8

Top Topics

Regression Problems

Regression Model

Top Venues

J. Optim. Theory Appl.

J. Comput. Graph. Stat.

Publications

Caroline Svahn, Oleg Sysoev
Selective Imputation of Covariates in High Dimensional Censored Data. J. Comput. Graph. Stat. 31 (4) (2022)
Caroline Svahn, Oleg Sysoev
CCVAE: A Variational Autoencoder for Handling Censored Covariates. ICMLA (2022)
Oleg Sysoev, Danuta R. Gawel, Sandra Lilja, Samuel Schäfer, Mikael Benson
Cell type identification for single cell RNA data by bulk data reference projection. BIBM (2021)
Oleg Sysoev, Oleg Burdakov
A smoothed monotonic regression via L2 regularization. Knowl. Inf. Syst. 59 (1) (2019)
Caroline Svahn, Oleg Sysoev, Mirsad Cirkic, Fredrik Gunnarsson, Joel Berglund
Inter-Frequency Radio Signal Quality Prediction for Handover, Evaluated in 3GPP LTE. VTC Spring (2019)
Oleg Sysoev, Krzysztof Bartoszek, Eva-Charlotte Ekstrom, Katarina Ekholm Selling
PSICA: decision trees for probabilistic subgroup identification with categorical treatments. CoRR (2018)
Oleg Burdakov, Oleg Sysoev
A Dual Active-Set Algorithm for Regularized Monotonic Regression. J. Optim. Theory Appl. 172 (3) (2017)
Oleg Sysoev, Anders Grimvall, Oleg Burdakov
Bootstrap Confidence Intervals for Large-scale Multivariate Monotonic Regression Problems. Commun. Stat. Simul. Comput. 45 (3) (2016)
Oleg Sysoev, Oleg Burdakov, Anders Grimvall
A segmentation-based algorithm for large-scale partially ordered monotonic regression. Comput. Stat. Data Anal. 55 (8) (2011)