Juha Karvanen

According to our database, Juha Karvanen authored at least 19 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Clustering and Structural Robustness in Causal Diagrams.

Santtu Tikka, Jouni Helske, Juha Karvanen

J. Mach. Learn. Res., 2023

Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency.

Tetiana Gorbach, Xavier de Luna, Juha Karvanen, Ingeborg Waernbaum

J. Mach. Learn. Res., 2023

Simulating counterfactuals.

Juha Karvanen, Santtu Tikka, Matti Vihola

CoRR, 2023

2022

Generalizing experimental findings: identification beyond adjustments.

Juha Karvanen

CoRR, 2022

2021

Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach.

Santtu Tikka, Antti Hyttinen, Juha Karvanen

J. Stat. Softw., 2021

2019

Surrogate outcomes and transportability.

Santtu Tikka, Juha Karvanen

Int. J. Approx. Reason., 2019

Identifying Causal Effects via Context-specific Independence Relations.

Santtu Tikka, Antti Hyttinen, Juha Karvanen

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.

Santtu Tikka, Juha Karvanen

J. Mach. Learn. Res., 2017

Simplifying Probabilistic Expressions in Causal Inference.

Santtu Tikka, Juha Karvanen

J. Mach. Learn. Res., 2017

2014

Estimating complex causal effects from observational data.

Juha Karvanen

CoRR, 2014

2009

Optimal designs to select individuals for genotyping conditional on observed binary or survival outcomes and non-genetic covariates.

Juha Karvanen, Sangita Kulathinal, Dario Gasbarra

Comput. Stat. Data Anal., 2009

Approximate cost-efficient sequential designs for binary response models with application to switching measurements.

Juha Karvanen

Comput. Stat. Data Anal., 2009

2008

Characterizing the generalized lambda distribution by L-moments.

Juha Karvanen, Arto Nuutinen

Comput. Stat. Data Anal., 2008

2006

Estimation of quantile mixtures via L-moments and trimmed L-moments.

Juha Karvanen

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.

Juha Karvanen

Neural Process. Lett., 2005

2004

Independent component analysis via optimum combining of kurtosis and skewness-based criteria.

Juha Karvanen, Visa Koivunen

J. Frankl. Inst., 2004

Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA.

Juha Karvanen, Toshihisa Tanaka

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2002

Adaptive Score Functions for Maximum Likelihood ICA.

Juha Karvanen, Jan Eriksson, Visa Koivunen

J. VLSI Signal Process., 2002

Blind separation methods based on Pearson system and its extensions.

Juha Karvanen, Visa Koivunen

Signal Process., 2002