A segmentation-based algorithm for large-scale partially ordered monotonic regression. - Oleg Sysoev; Oleg Burdakov; Anders Grimvall (Comput. Stat. Data Anal., 2011)

Bootstrap Confidence Intervals for Large-scale Multivariate Monotonic Regression Problems. - Oleg Sysoev; Anders Grimvall; Oleg Burdakov (Commun. Stat. Simul. Comput., 2016)

A Dual Active-Set Algorithm for Regularized Monotonic Regression. - Oleg Burdakov; Oleg Sysoev (J. Optim. Theory Appl., 2017)

PSICA: decision trees for probabilistic subgroup identification with categorical treatments. - Oleg Sysoev; Krzysztof Bartoszek; Eva-Charlotte Ekstrom; Katarina Ekholm Selling (CoRR, 2018)

Inter-Frequency Radio Signal Quality Prediction for Handover, Evaluated in 3GPP LTE. - Caroline Svahn; Oleg Sysoev; Mirsad Cirkic; Fredrik Gunnarsson; Joel Berglund (VTC Spring, 2019)

A smoothed monotonic regression via L2 regularization. - Oleg Sysoev; Oleg Burdakov (Knowl. Inf. Syst., 2019)

Cell type identification for single cell RNA data by bulk data reference projection. - Oleg Sysoev; Danuta R. Gawel; Sandra Lilja; Samuel Schäfer; Mikael Benson (BIBM, 2021)

CCVAE: A Variational Autoencoder for Handling Censored Covariates. - Caroline Svahn; Oleg Sysoev (ICMLA, 2022)

Selective Imputation of Covariates in High Dimensional Censored Data. - Caroline Svahn; Oleg Sysoev (J. Comput. Graph. Stat., 2022)