Juha Karvanen

30 papers A* 1Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Clustering and Pruning in Causal Data Fusion.
CoRR
Otto Tabell, Santtu Tikka, Juha Karvanen
2025 J jnl
Monotone Missing Data: A Blessing and a Curse.
Trans. Mach. Learn. Res.
Santtu Tikka, Juha Karvanen
2024 — conf
Effectiveness of Robot-Assisted Lower Limb Rehabilitation on Balance in People with Stroke: A Systematic Review, Meta-analysis, and Meta-regression.
NCDHWS (2)
Riku Yli-Ikkelä, Aki Rintala, Anna Köyhäjoki, Harto Hakonen, Hilkka Korpi, Mirjami Kantola, Sari Honkanen, Outi Ilves, Tuulikki Sjögren, Juha Karvanen, Eeva Aartolahti
2024 J jnl
Simulating Counterfactuals.
J. Artif. Intell. Res.
Juha Karvanen, Santtu Tikka, Matti Vihola
2024 — conf
The Effects of Robotic Training on Walking and Functional Independence of People with Spinal Cord Injury: A Systematic Review, Meta-analysis and Meta-regression.
NCDHWS (2)
Anna Köyhäjoki, Hilkka Korpi, Riku Yli-Ikkelä, Harto Hakonen, Mirjami Kantola, Aki Rintala, Sari Honkanen, Outi Ilves, Tuulikki Sjögren, Juha Karvanen, Eeva Aartolahti
2023 J jnl
Clustering and Structural Robustness in Causal Diagrams.
J. Mach. Learn. Res.
Santtu Tikka, Jouni Helske, Juha Karvanen
2023 J jnl
Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency.
J. Mach. Learn. Res.
Tetiana Gorbach, Xavier de Luna, Juha Karvanen, Ingeborg Waernbaum
2023 J jnl
Simulating counterfactuals.
CoRR
Juha Karvanen, Santtu Tikka, Matti Vihola
2022 J jnl
Generalizing experimental findings: identification beyond adjustments.
CoRR
Juha Karvanen
2021 J jnl
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach.
J. Stat. Softw.
Santtu Tikka, Antti Hyttinen, Juha Karvanen
2021 J jnl
Clustering and Structural Robustness in Causal Diagrams.
CoRR
Santtu Tikka, Jouni Helske, Juha Karvanen
2020 J jnl
Identifying Causal Effects via Context-specific Independence Relations.
CoRR
Santtu Tikka, Antti Hyttinen, Juha Karvanen
2019 J jnl
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach.
CoRR
Santtu Tikka, Antti Hyttinen, Juha Karvanen
2019 A* conf
Identifying Causal Effects via Context-specific Independence Relations.
NeurIPS
Santtu Tikka, Antti Hyttinen, Juha Karvanen
2019 J jnl
Surrogate outcomes and transportability.
Int. J. Approx. Reason.
Santtu Tikka, Juha Karvanen
2018 J jnl
Enhancing Identification of Causal Effects by Pruning.
CoRR
Santtu Tikka, Juha Karvanen
2018 J jnl
Simplifying Probabilistic Expressions in Causal Inference.
CoRR
Santtu Tikka, Juha Karvanen
2018 J jnl
Surrogate Outcomes and Transportability.
CoRR
Santtu Tikka, Juha Karvanen
2017 J jnl
Enhancing Identification of Causal Effects by Pruning.
J. Mach. Learn. Res.
Santtu Tikka, Juha Karvanen
2017 J jnl
Simplifying Probabilistic Expressions in Causal Inference.
J. Mach. Learn. Res.
Santtu Tikka, Juha Karvanen
2014 J jnl
Estimating complex causal effects from observational data.
CoRR
Juha Karvanen
2009 J jnl
Approximate cost-efficient sequential designs for binary response models with application to switching measurements.
Comput. Stat. Data Anal.
Juha Karvanen
2009 J jnl
Optimal designs to select individuals for genotyping conditional on observed binary or survival outcomes and non-genetic covariates.
Comput. Stat. Data Anal.
Juha Karvanen, Sangita Kulathinal, Dario Gasbarra
2008 J jnl
Characterizing the generalized lambda distribution by L-moments.
Comput. Stat. Data Anal.
Juha Karvanen, Arto Nuutinen
2006 J jnl
Estimation of quantile mixtures via L-moments and trimmed L-moments.
Comput. Stat. Data Anal.
Juha Karvanen
2005 J jnl
A Resampling Test for the Total Independence of Stationary Time Series: Application to the Performance Evaluation of ICA Algorithms.
Neural Process. Lett.
Juha Karvanen
2004 J jnl
Independent component analysis via optimum combining of kurtosis and skewness-based criteria.
J. Frankl. Inst.
Juha Karvanen, Visa Koivunen
2004 — conf
Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA.
ICA
Juha Karvanen, Toshihisa Tanaka
2002 J jnl
Adaptive Score Functions for Maximum Likelihood ICA.
J. VLSI Signal Process.
Juha Karvanen, Jan Eriksson, Visa Koivunen
2002 J jnl
Blind separation methods based on Pearson system and its extensions.
Signal Process.
Juha Karvanen, Visa Koivunen