Santtu Tikka

Orcid: 0000-0003-4039-4342

According to our database1, Santtu Tikka authored at least 9 papers between 2017 and 2025.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
Transition Network Analysis: A Novel Framework for Modeling, Visualizing, and Identifying the Temporal Patterns of Learners and Learning Processes.
Proceedings of the 15th International Learning Analytics and Knowledge Conference, 2025

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

2023
Identifying Counterfactual Queries with the R Package cfid.
R J., June, 2023

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

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


  Loading...