Juha Karvanen

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 18

Top Topics

Systematic Review

Causal Relations

Bayesian Networks

Top Venues

J. Mach. Learn. Res.

Int. J. Approx. Reason.

Publications

Riku Yli-Ikkelä, Aki Rintala, Anna Köyhäjoki, Harto Hakonen, Hilkka Korpi, Mirjami Kantola, Sari Honkanen, Outi Ilves, Tuulikki Sjögren, Juha Karvanen, Eeva Aartolahti
Effectiveness of Robot-Assisted Lower Limb Rehabilitation on Balance in People with Stroke: A Systematic Review, Meta-analysis, and Meta-regression. NCDHWS (2) (2024)
Anna Köyhäjoki, Hilkka Korpi, Riku Yli-Ikkelä, Harto Hakonen, Mirjami Kantola, Aki Rintala, Sari Honkanen, Outi Ilves, Tuulikki Sjögren, Juha Karvanen, Eeva Aartolahti
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) (2024)
Juha Karvanen, Santtu Tikka, Matti Vihola
Simulating Counterfactuals. J. Artif. Intell. Res. 80 (2024)
Juha Karvanen, Santtu Tikka, Matti Vihola
Simulating counterfactuals. CoRR (2023)
Tetiana Gorbach, Xavier de Luna, Juha Karvanen, Ingeborg Waernbaum
Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency. J. Mach. Learn. Res. 24 (2023)
Santtu Tikka, Jouni Helske, Juha Karvanen
Clustering and Structural Robustness in Causal Diagrams. J. Mach. Learn. Res. 24 (2023)
Juha Karvanen
Generalizing experimental findings: identification beyond adjustments. CoRR (2022)
Santtu Tikka, Antti Hyttinen, Juha Karvanen
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach. J. Stat. Softw. 99 (5) (2021)
Santtu Tikka, Jouni Helske, Juha Karvanen
Clustering and Structural Robustness in Causal Diagrams. CoRR (2021)
Santtu Tikka, Antti Hyttinen, Juha Karvanen
Identifying Causal Effects via Context-specific Independence Relations. CoRR (2020)
Santtu Tikka, Juha Karvanen
Surrogate outcomes and transportability. Int. J. Approx. Reason. 108 (2019)
Santtu Tikka, Antti Hyttinen, Juha Karvanen
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach. CoRR (2019)
Santtu Tikka, Antti Hyttinen, Juha Karvanen
Identifying Causal Effects via Context-specific Independence Relations. NeurIPS (2019)
Santtu Tikka, Juha Karvanen
Enhancing Identification of Causal Effects by Pruning. CoRR (2018)
Santtu Tikka, Juha Karvanen
Simplifying Probabilistic Expressions in Causal Inference. CoRR (2018)
Santtu Tikka, Juha Karvanen
Surrogate Outcomes and Transportability. CoRR (2018)
Santtu Tikka, Juha Karvanen
Enhancing Identification of Causal Effects by Pruning. J. Mach. Learn. Res. 18 (2017)
Santtu Tikka, Juha Karvanen
Simplifying Probabilistic Expressions in Causal Inference. J. Mach. Learn. Res. 18 (2017)
Juha Karvanen
Estimating complex causal effects from observational data. CoRR (2014)
Juha Karvanen
Approximate cost-efficient sequential designs for binary response models with application to switching measurements. Comput. Stat. Data Anal. 53 (4) (2009)
Juha Karvanen, Sangita Kulathinal, Dario Gasbarra
Optimal designs to select individuals for genotyping conditional on observed binary or survival outcomes and non-genetic covariates. Comput. Stat. Data Anal. 53 (5) (2009)
Juha Karvanen, Arto Nuutinen
Characterizing the generalized lambda distribution by L-moments. Comput. Stat. Data Anal. 52 (4) (2008)
Juha Karvanen
Estimation of quantile mixtures via L-moments and trimmed L-moments. Comput. Stat. Data Anal. 51 (2) (2006)
Juha Karvanen
A Resampling Test for the Total Independence of Stationary Time Series: Application to the Performance Evaluation of ICA Algorithms. Neural Process. Lett. 22 (3) (2005)
Juha Karvanen, Toshihisa Tanaka
Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA. ICA (2004)
Juha Karvanen, Visa Koivunen
Independent component analysis via optimum combining of kurtosis and skewness-based criteria. J. Frankl. Inst. 341 (5) (2004)
Juha Karvanen, Jan Eriksson, Visa Koivunen
Adaptive Score Functions for Maximum Likelihood ICA. J. VLSI Signal Process. 32 (1-2) (2002)
Juha Karvanen, Visa Koivunen
Blind separation methods based on Pearson system and its extensions. Signal Process. 82 (4) (2002)