Oleg Sysoev

11 papers C 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
bigMICE: Multiple Imputation of Big Data.
CoRR
Hugo Morvan, Jonas Agholme, Bjorn Eliasson, Katarina Olofsson, Ludger Grote, Fredrik Iredahl, Oleg Sysoev
2025 — conf
SkePU-DNN: Algorithmic Skeleton Programming for Deep Learning on Heterogeneous Systems.
IPDPS (Workshops)
Sehrish Qummar, August Ernstsson, Christoph W. Kessler, Oleg Sysoev
2022 C conf
CCVAE: A Variational Autoencoder for Handling Censored Covariates.
ICMLA
Caroline Svahn, Oleg Sysoev
2022 J jnl
Selective Imputation of Covariates in High Dimensional Censored Data.
J. Comput. Graph. Stat.
Caroline Svahn, Oleg Sysoev
2021 — conf
Cell type identification for single cell RNA data by bulk data reference projection.
BIBM
Oleg Sysoev, Danuta R. Gawel, Sandra Lilja, Samuel Schäfer, Mikael Benson
2019 J jnl
A smoothed monotonic regression via L2 regularization.
Knowl. Inf. Syst.
Oleg Sysoev, Oleg Burdakov
2019 — conf
Inter-Frequency Radio Signal Quality Prediction for Handover, Evaluated in 3GPP LTE.
VTC Spring
Caroline Svahn, Oleg Sysoev, Mirsad Cirkic, Fredrik Gunnarsson, Joel Berglund
2018 J jnl
PSICA: decision trees for probabilistic subgroup identification with categorical treatments.
CoRR
Oleg Sysoev, Krzysztof Bartoszek, Eva-Charlotte Ekstrom, Katarina Ekholm Selling
2017 J jnl
A Dual Active-Set Algorithm for Regularized Monotonic Regression.
J. Optim. Theory Appl.
Oleg Burdakov, Oleg Sysoev
2016 J jnl
Bootstrap Confidence Intervals for Large-scale Multivariate Monotonic Regression Problems.
Commun. Stat. Simul. Comput.
Oleg Sysoev, Anders Grimvall, Oleg Burdakov
2011 J jnl
A segmentation-based algorithm for large-scale partially ordered monotonic regression.
Comput. Stat. Data Anal.
Oleg Sysoev, Oleg Burdakov, Anders Grimvall