Juha Karvanen

Orcid: 0000-0001-5530-769X

According to our database1, Juha Karvanen authored at least 21 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Simulating Counterfactuals.
J. Artif. Intell. Res., 2024

Effectiveness of Robot-Assisted Lower Limb Rehabilitation on Balance in People with Stroke: A Systematic Review, Meta-analysis, and Meta-regression.
Proceedings of the Digital Health and Wireless Solutions - First Nordic Conference, 2024

The Effects of Robotic Training on Walking and Functional Independence of People with Spinal Cord Injury: A Systematic Review, Meta-analysis and Meta-regression.
Proceedings of the Digital Health and Wireless Solutions - First Nordic Conference, 2024

2023
Clustering and Structural Robustness in Causal Diagrams.
J. Mach. Learn. Res., 2023

Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency.
J. Mach. Learn. Res., 2023

2022
Generalizing experimental findings: identification beyond adjustments.
CoRR, 2022

2021
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach.
J. Stat. Softw., 2021

2019
Surrogate outcomes and transportability.
Int. J. Approx. Reason., 2019

Identifying Causal Effects via Context-specific Independence Relations.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017
Enhancing Identification of Causal Effects by Pruning.
J. Mach. Learn. Res., 2017

Simplifying Probabilistic Expressions in Causal Inference.
J. Mach. Learn. Res., 2017

2014
Estimating complex causal effects from observational data.
CoRR, 2014

2009
Optimal designs to select individuals for genotyping conditional on observed binary or survival outcomes and non-genetic covariates.
Comput. Stat. Data Anal., 2009

Approximate cost-efficient sequential designs for binary response models with application to switching measurements.
Comput. Stat. Data Anal., 2009

2008
Characterizing the generalized lambda distribution by L-moments.
Comput. Stat. Data Anal., 2008

2006
Estimation of quantile mixtures via L-moments and trimmed L-moments.
Comput. Stat. Data Anal., 2006

2005
A Resampling Test for the Total Independence of Stationary Time Series: Application to the Performance Evaluation of ICA Algorithms.
Neural Process. Lett., 2005

2004
Independent component analysis via optimum combining of kurtosis and skewness-based criteria.
J. Frankl. Inst., 2004

Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2002
Adaptive Score Functions for Maximum Likelihood ICA.
J. VLSI Signal Process., 2002

Blind separation methods based on Pearson system and its extensions.
Signal Process., 2002


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